- Data 100 % stored on device. Swift + OpenAI API for usage analysis (with smart prompting), report data stored privately on device. Firebase backend for authentication no personal data saved.
\u2022 Generates adaptive blocking plans for critical applications (blocks them and reviews weekly), serves as a mobile productivity coach, deep analytics, advanced blocking modes that allow for timed deep-focus sprints. Think \u201cWhoop\u201d but for your social media addiction.
\u2022 Subscriptions handled with RevenueCat; CloudKit for backup.
Looking for blunt feedback on:
1. Does the adaptive algorithm feel smarter than fixed limits, do you see value in being served the solution to your specific usage v.s traditional apps just giving you blocking functionality?
2. Is the weekly review enough, how else would you think of integrating AI to help for this use case. What other features do you consider essential?
3. Should pricing stay subscription, move to one-time or freemium (for flywheel effect)?
Happy to share more info on request."},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"Show HN: Aegis AI \u2013 Adaptive screen-time coach that blocks distractions"},"url":{"matchLevel":"none","matchedWords":[],"value":"https://strategic-champagne-547578.framer.app/"}},"_tags":["story","author_chriseh","story_44435482","show_hn"],"author":"chriseh","children":[44435539],"created_at":"2025-07-01T16:22:47Z","created_at_i":1751386967,"num_comments":1,"objectID":"44435482","points":1,"story_id":44435482,"story_text":"Built Aegis AI (on IOS) after losing hours each day to doom-scrolling, its a real problem especially for this generation - 99% of the time, main productivity gains can be won by limiting phone use.
- Data 100 % stored on device. Swift + OpenAI API for usage analysis (with smart prompting), report data stored privately on device. Firebase backend for authentication no personal data saved.
\u2022 Generates adaptive blocking plans for critical applications (blocks them and reviews weekly), serves as a mobile productivity coach, deep analytics, advanced blocking modes that allow for timed deep-focus sprints. Think \u201cWhoop\u201d but for your social media addiction.
\u2022 Subscriptions handled with RevenueCat; CloudKit for backup.
Looking for blunt feedback on:
1. Does the adaptive algorithm feel smarter than fixed limits, do you see value in being served the solution to your specific usage v.s traditional apps just giving you blocking functionality?
2. Is the weekly review enough, how else would you think of integrating AI to help for this use case. What other features do you consider essential?
3. Should pricing stay subscription, move to one-time or freemium (for flywheel effect)?
Happy to share more info on request.","title":"Show HN: Aegis AI \u2013 Adaptive screen-time coach that blocks distractions","updated_at":"2025-07-02T02:52:19Z","url":"https://strategic-champagne-547578.framer.app/"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"ghostclaw-cso"},"story_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"Hey HN,
We kept running into the same problem: when an AI system makes a consequential decision, there's no neutral way to verify what it actually saw and did. Logs are editable. Screenshots lie. "Trust us" doesn't hold up in regulated industries or litigation.
So we built SENTINEL. Three products, one protocol:
*SENTINEL Score* -- unjailbreakable safety layer. Text in, float out (0.0-1.0). Nothing else crosses the wire. No tokens, no text, no PHI. Can't be jailbroken because there's nothing to jailbreak. HIPAA environments, military, credit bureaus -- they need a number, not a chatbot.
*SENTINEL Proof* -- neutral ground for AI disputes. Every evaluation ZK-proofed, timestamped, committed on Base mainnet. Neither vendor nor client controls the record. When it goes to court, the transaction hash is the evidence. AI companies could build this themselves -- they won't. "You're storing our conversations?" is a PR disaster. Neutral third party solves that.
*AEGIS* -- AI security that closes the loop. 72B parameter model. Finds vulnerabilities, writes the patch. Not a report. Scan, identify, patch, verify.
8 contracts live on Base mainnet. Free API key at sentinel.biotwin.io -- no credit card, no sales call.
We use SENTINEL Proof inside Bio-Twin (AI drug safety pre-screening) to make AI decisions defensible for pharma labs and attorneys. The Disney $2.75M CA AG settlement last week is a concrete example of why this matters.
Happy to talk on-chain architecture, zkML proof generation at scale, or EU AI Act compliance."},"title":{"matchLevel":"none","matchedWords":[],"value":"Show HN: Sentinel \u2013 Cryptographic proof for AI decisions (zkML, on-chain)"}},"_tags":["story","author_ghostclaw-cso","story_47068103","show_hn"],"author":"ghostclaw-cso","created_at":"2026-02-18T23:58:04Z","created_at_i":1771459084,"num_comments":0,"objectID":"47068103","points":2,"story_id":47068103,"story_text":"Hey HN,
We kept running into the same problem: when an AI system makes a consequential decision, there's no neutral way to verify what it actually saw and did. Logs are editable. Screenshots lie. "Trust us" doesn't hold up in regulated industries or litigation.
So we built SENTINEL. Three products, one protocol:
*SENTINEL Score* -- unjailbreakable safety layer. Text in, float out (0.0-1.0). Nothing else crosses the wire. No tokens, no text, no PHI. Can't be jailbroken because there's nothing to jailbreak. HIPAA environments, military, credit bureaus -- they need a number, not a chatbot.
*SENTINEL Proof* -- neutral ground for AI disputes. Every evaluation ZK-proofed, timestamped, committed on Base mainnet. Neither vendor nor client controls the record. When it goes to court, the transaction hash is the evidence. AI companies could build this themselves -- they won't. "You're storing our conversations?" is a PR disaster. Neutral third party solves that.
*AEGIS* -- AI security that closes the loop. 72B parameter model. Finds vulnerabilities, writes the patch. Not a report. Scan, identify, patch, verify.
8 contracts live on Base mainnet. Free API key at sentinel.biotwin.io -- no credit card, no sales call.
We use SENTINEL Proof inside Bio-Twin (AI drug safety pre-screening) to make AI decisions defensible for pharma labs and attorneys. The Disney $2.75M CA AG settlement last week is a concrete example of why this matters.
Happy to talk on-chain architecture, zkML proof generation at scale, or EU AI Act compliance.","title":"Show HN: Sentinel \u2013 Cryptographic proof for AI decisions (zkML, on-chain)","updated_at":"2026-03-05T23:35:28Z"},{"_highlightResult":{"author":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"aegismind_app"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"Show HN: AegisMind\u2013AI system with 12 brain regions modeled on human neuroscience"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"https://www.aegismind.app"}},"_tags":["story","author_aegismind_app","story_46930067","show_hn"],"author":"aegismind_app","children":[46930068],"created_at":"2026-02-08T00:45:18Z","created_at_i":1770511518,"num_comments":1,"objectID":"46930067","points":3,"story_id":46930067,"title":"Show HN: AegisMind\u2013AI system with 12 brain regions modeled on human neuroscience","updated_at":"2026-03-05T23:32:20Z","url":"https://www.aegismind.app"},{"_highlightResult":{"author":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"aegismind_app"},"story_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"I built a system that reads research papers across unrelated domains and tries to surface hypotheses that neither field would have generated on its own.\nThe Discover page is where it publishes findings: https://aegismind.app/discoveries\nIt's very early \u2014 only three discoveries so far \u2014 but the core idea is what I want feedback on.\nThe problem it's trying to solve:\nScience is siloed. A breakthrough in mycology might have direct implications for network routing. A discovery in chronobiology might reframe how we think about database consistency. Nobody reads across all of it, and even when they do, the connection is usually accidental.\nHow it works:
The autonomous "Right Brain" service ingests papers across domains continuously\nMultiple models (GPT, Claude, Gemini, Mistral, Grok) analyze papers in parallel\nA synthesis layer looks for structural or mechanistic similarities across domain boundaries\nHypotheses are only published when they pass a novelty and coherence threshold \u2014 it won't surface things either field already knows
What I'm genuinely uncertain about and want feedback on:
How do you evaluate whether a cross-domain hypothesis is actually interesting vs. superficially pattern-matched? This is the hardest part of the novelty filter.\nWhich domain combinations would you most want to see? (We're currently not curating this \u2014 it's whatever the system finds structurally similar.)\nShould findings link directly to the source papers?
Only three discoveries published so far, so the page is sparse \u2014 but I'd rather share the idea early than wait until it looks polished."},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"Show HN: AegisMind Discover \u2013 cross-domain hypothesis generation from papers"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"https://www.aegismind.app/discoveries"}},"_tags":["story","author_aegismind_app","story_47134309","show_hn"],"author":"aegismind_app","created_at":"2026-02-24T08:14:03Z","created_at_i":1771920843,"num_comments":0,"objectID":"47134309","points":2,"story_id":47134309,"story_text":"I built a system that reads research papers across unrelated domains and tries to surface hypotheses that neither field would have generated on its own.\nThe Discover page is where it publishes findings: https://aegismind.app/discoveries\nIt's very early \u2014 only three discoveries so far \u2014 but the core idea is what I want feedback on.\nThe problem it's trying to solve:\nScience is siloed. A breakthrough in mycology might have direct implications for network routing. A discovery in chronobiology might reframe how we think about database consistency. Nobody reads across all of it, and even when they do, the connection is usually accidental.\nHow it works:
The autonomous "Right Brain" service ingests papers across domains continuously\nMultiple models (GPT, Claude, Gemini, Mistral, Grok) analyze papers in parallel\nA synthesis layer looks for structural or mechanistic similarities across domain boundaries\nHypotheses are only published when they pass a novelty and coherence threshold \u2014 it won't surface things either field already knows
What I'm genuinely uncertain about and want feedback on:
How do you evaluate whether a cross-domain hypothesis is actually interesting vs. superficially pattern-matched? This is the hardest part of the novelty filter.\nWhich domain combinations would you most want to see? (We're currently not curating this \u2014 it's whatever the system finds structurally similar.)\nShould findings link directly to the source papers?
Only three discoveries published so far, so the page is sparse \u2014 but I'd rather share the idea early than wait until it looks polished.","title":"Show HN: AegisMind Discover \u2013 cross-domain hypothesis generation from papers","updated_at":"2026-03-05T23:36:12Z","url":"https://www.aegismind.app/discoveries"},{"_highlightResult":{"author":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"aegismind_app"},"story_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"We built a research discovery pipeline that ingests papers from arXiv and Semantic Scholar, finds cross-domain connections, generates hypotheses with a multi-model ensemble, formally verifies them with Z3, then stress-tests survivors in adversarial debate.
The twist: we capture and display what each model said when critiquing. No single-model black box \u2014 you see GPT-4o, Claude, Gemini, and Grok arguing for and against the same hypothesis.
Example: [Distributed feedback control from microbial consortia enhances metabolic stability in Ginzburg-Landau cognition models](https://www.aegismind.app/discoveries/2af7c10d-18f8-42d5-8c9...). The hypothesis bridges synthetic biology and physics-of-cognition. The debate transcript shows Claude calling it "artificially stitched together" while Gemini finds it "a plausible theoretical synthesis." We surface both \u2014 and the evidence score (38% challenged) \u2014 instead of hiding the disagreement.
Pipeline: arXiv ingestion \u2192 cross-domain matching \u2192 multi-model hypothesis generation \u2192 Z3 theorem prover \u2192 adversarial debate \u2192 ranked discoveries. The whole thing runs autonomously; discoveries are published daily at [aegismind.app/discoveries](https://www.aegismind.app/discoveries).
We'd love feedback on the approach. Happy to answer questions about the architecture or the debate design."},"title":{"matchLevel":"none","matchedWords":[],"value":"Show HN: AI models debate each other on cross-domain research hypotheses"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"https://www.aegismind.app/discoveries/2af7c10d-18f8-42d5-8c98-bb957af46086"}},"_tags":["story","author_aegismind_app","story_47150540","show_hn"],"author":"aegismind_app","children":[47150551],"created_at":"2026-02-25T12:15:31Z","created_at_i":1772021731,"num_comments":1,"objectID":"47150540","points":2,"story_id":47150540,"story_text":"We built a research discovery pipeline that ingests papers from arXiv and Semantic Scholar, finds cross-domain connections, generates hypotheses with a multi-model ensemble, formally verifies them with Z3, then stress-tests survivors in adversarial debate.
The twist: we capture and display what each model said when critiquing. No single-model black box \u2014 you see GPT-4o, Claude, Gemini, and Grok arguing for and against the same hypothesis.
Example: [Distributed feedback control from microbial consortia enhances metabolic stability in Ginzburg-Landau cognition models](https://www.aegismind.app/discoveries/2af7c10d-18f8-42d5-8c9...). The hypothesis bridges synthetic biology and physics-of-cognition. The debate transcript shows Claude calling it "artificially stitched together" while Gemini finds it "a plausible theoretical synthesis." We surface both \u2014 and the evidence score (38% challenged) \u2014 instead of hiding the disagreement.
Pipeline: arXiv ingestion \u2192 cross-domain matching \u2192 multi-model hypothesis generation \u2192 Z3 theorem prover \u2192 adversarial debate \u2192 ranked discoveries. The whole thing runs autonomously; discoveries are published daily at [aegismind.app/discoveries](https://www.aegismind.app/discoveries).
We'd love feedback on the approach. Happy to answer questions about the architecture or the debate design.","title":"Show HN: AI models debate each other on cross-domain research hypotheses","updated_at":"2026-03-27T14:03:09Z","url":"https://www.aegismind.app/discoveries/2af7c10d-18f8-42d5-8c98-bb957af46086"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"Tolu1011"},"title":{"matchLevel":"none","matchedWords":[],"value":"Aegis Ada"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"https://aegisada.com/"}},"_tags":["story","author_Tolu1011","story_49368136"],"author":"Tolu1011","children":[49368137],"created_at":"2026-08-19T22:45:50Z","created_at_i":1787179550,"num_comments":0,"objectID":"49368136","points":1,"story_id":49368136,"title":"Aegis Ada","updated_at":"2026-08-19T22:49:56Z","url":"https://aegisada.com/"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"microflash"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"Aegis v3.0 \u2013 a free, secure and open source 2FA app for Android"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"https://github.com/beemdevelopment/Aegis/releases/tag/v3.0"}},"_tags":["story","author_microflash","story_39808921"],"author":"microflash","children":[39809242,39809277,39809295,39809398,39809440,39809446,39809452,39809470,39809472,39809474,39809508,39809600,39809947,39809998,39810119,39810608,39810674,39810702,39810737,39810913,39811080,39811339,39811762,39812074,39812216,39812350,39812358,39812607,39812738,39813030,39815380,39815441,39816441,39833314,39856693],"created_at":"2024-03-24T18:00:40Z","created_at_i":1711303240,"num_comments":169,"objectID":"39808921","points":358,"story_id":39808921,"title":"Aegis v3.0 \u2013 a free, secure and open source 2FA app for Android","updated_at":"2025-04-07T05:41:48Z","url":"https://github.com/beemdevelopment/Aegis/releases/tag/v3.0"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"DerekBickerton"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"Aegis Authenticator \u2013 Secure 2FA App for Android"},"url":{"matchLevel":"none","matchedWords":[],"value":"https://getaegis.app/"}},"_tags":["story","author_DerekBickerton","story_33438540"],"author":"DerekBickerton","children":[33439209,33439261,33439619,33439642,33439705,33439724,33439753,33439778,33439920,33440016,33440141,33440165,33440205,33440788,33441001,33441035,33441263,33441396,33442489,33442624,33442627,33442649,33442682,33443349,33443594,33443932,33445450,33445725,33446668,33447452,33447949,33449684,33482765],"created_at":"2022-11-02T16:32:06Z","created_at_i":1667406726,"num_comments":140,"objectID":"33438540","points":225,"story_id":33438540,"title":"Aegis Authenticator \u2013 Secure 2FA App for Android","updated_at":"2025-01-14T22:11:54Z","url":"https://getaegis.app/"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"rosscomputerguy"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"Aegis \u2013 open-source FPGA silicon"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"https://github.com/MidstallSoftware/aegis"}},"_tags":["story","author_rosscomputerguy","story_47646472"],"author":"rosscomputerguy","children":[47647453,47647650,47648288,47649142,47650177,47652507,47653771,47655000,47657526],"created_at":"2026-04-05T05:50:04Z","created_at_i":1775368204,"num_comments":43,"objectID":"47646472","points":153,"story_id":47646472,"title":"Aegis \u2013 open-source FPGA silicon","updated_at":"2026-04-20T08:47:44Z","url":"https://github.com/MidstallSoftware/aegis"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"ignitionmonkey"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"Aegis Authenticator \u2013 Open-source 2FA for Android"},"url":{"matchLevel":"none","matchedWords":[],"value":"https://getaegis.app/"}},"_tags":["story","author_ignitionmonkey","story_25803996"],"author":"ignitionmonkey","children":[25804078,25804469,25804668,25804675,25804853,25804859,25805037,25805092,25805499,25805787,25805795,25805852,25806383,25806432,25806504,25806644,25806924,25807752,25808238,25808679,25808766,25809230,25809255,25809457,25809796,25817700],"created_at":"2021-01-16T18:08:36Z","created_at_i":1610820516,"num_comments":113,"objectID":"25803996","points":149,"story_id":25803996,"title":"Aegis Authenticator \u2013 Open-source 2FA for 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Editor","updated_at":"2026-03-17T04:51:09Z","url":"https://aegisub.org/"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"codetrotter"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"Aegis: Raspberry Pi CM4 7\" Handheld Device"},"url":{"matchLevel":"none","matchedWords":[],"value":"https://github.com/juckettd/RaspberryPiCM4Handheld7Inch"}},"_tags":["story","author_codetrotter","story_39622657"],"author":"codetrotter","children":[39626192],"created_at":"2024-03-06T22:36:23Z","created_at_i":1709764583,"num_comments":2,"objectID":"39622657","points":8,"story_id":39622657,"title":"Aegis: Raspberry Pi CM4 7\" Handheld Device","updated_at":"2024-09-20T16:34:55Z","url":"https://github.com/juckettd/RaspberryPiCM4Handheld7Inch"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"chavezabelino"},"story_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"Hey HN \u2013 I built a framework called Aegis to govern AI-assisted software development.
The core idea is that AI-generated code should follow the same rules as human code: versioned, validated, observable. Aegis enforces this through blueprint-based development, drift detection, and runtime compliance systems. It\u2019s designed for teams using tools like Copilot, Kilo, or Lovable to build production systems with confidence.
This isn\u2019t a library \u2014 it\u2019s a way to architect AI-native engineering workflows.
Would love feedback, questions, and critiques. Especially curious if others are facing similar issues with AI output governance or system reliability in their workflows.
Happy to dive into internals or philosophy if there's interest."},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"Show HN: Aegis \u2013 A framework for AI-governed software development"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"https://github.com/chavezabelino/aegis-framework"}},"_tags":["story","author_chavezabelino","story_44839259","show_hn"],"author":"chavezabelino","children":[44851997],"created_at":"2025-08-08T17:00:21Z","created_at_i":1754672421,"num_comments":1,"objectID":"44839259","points":5,"story_id":44839259,"story_text":"Hey HN \u2013 I built a framework called Aegis to govern AI-assisted software development.
The core idea is that AI-generated code should follow the same rules as human code: versioned, validated, observable. Aegis enforces this through blueprint-based development, drift detection, and runtime compliance systems. It\u2019s designed for teams using tools like Copilot, Kilo, or Lovable to build production systems with confidence.
This isn\u2019t a library \u2014 it\u2019s a way to architect AI-native engineering workflows.
Would love feedback, questions, and critiques. Especially curious if others are facing similar issues with AI output governance or system reliability in their workflows.
Happy to dive into internals or philosophy if there's interest.","title":"Show HN: Aegis \u2013 A framework for AI-governed software development","updated_at":"2026-03-05T22:30:46Z","url":"https://github.com/chavezabelino/aegis-framework"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"jet390"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"Aegis4j: Avoid the Next Log4Shell Vulnerability"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"https://github.com/gredler/aegis4j"}},"_tags":["story","author_jet390","story_29583591"],"author":"jet390","created_at":"2021-12-16T20:41:00Z","created_at_i":1639687260,"num_comments":0,"objectID":"29583591","points":5,"story_id":29583591,"title":"Aegis4j: Avoid the Next Log4Shell 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software","updated_at":"2023-09-07T02:36:44Z","url":"http://www.aegisub.org/"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"tahlos"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"Show HN: Aegis \u2013 self-hosted secrets broker for teams priced out of CyberArk"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"https://github.com/gustav0thethird/Aegis"}},"_tags":["story","author_tahlos","story_47478970","show_hn"],"author":"tahlos","created_at":"2026-03-22T16:09:44Z","created_at_i":1774195784,"num_comments":0,"objectID":"47478970","points":4,"story_id":47478970,"title":"Show HN: Aegis \u2013 self-hosted secrets broker for teams priced out of CyberArk","updated_at":"2026-03-23T09:09:20Z","url":"https://github.com/gustav0thethird/Aegis"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"ironyman"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"Guam's First Aegis Ashore Missile Defense Test"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"https://www.twz.com/land/tilting-mark-41-launcher-emerges-during-guams-first-aegis-ashore-missile-defense-test"}},"_tags":["story","author_ironyman","story_42383188"],"author":"ironyman","created_at":"2024-12-11T00:11:33Z","created_at_i":1733875893,"num_comments":0,"objectID":"42383188","points":4,"story_id":42383188,"title":"Guam's First Aegis Ashore Missile Defense Test","updated_at":"2024-12-11T03:41:40Z","url":"https://www.twz.com/land/tilting-mark-41-launcher-emerges-during-guams-first-aegis-ashore-missile-defense-test"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"davikrr"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"Porting Aegisub to Meson"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"https://redvice.org/2021/aegisub-meson-sotu/"}},"_tags":["story","author_davikrr","story_27493360"],"author":"davikrr","created_at":"2021-06-13T15:25:33Z","created_at_i":1623597933,"num_comments":0,"objectID":"27493360","points":4,"story_id":27493360,"title":"Porting Aegisub to Meson","updated_at":"2024-09-20T08:48:39Z","url":"https://redvice.org/2021/aegisub-meson-sotu/"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"beemdevelopment"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"Show HN: Aegis Authenticator \u2013 open-source, secure and free OTP app for Android"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"https://github.com/beemdevelopment/Aegis"}},"_tags":["story","author_beemdevelopment","story_19691506","show_hn"],"author":"beemdevelopment","children":[19770976],"created_at":"2019-04-18T15:04:52Z","created_at_i":1555599892,"num_comments":1,"objectID":"19691506","points":3,"story_id":19691506,"title":"Show HN: Aegis Authenticator \u2013 open-source, secure and free OTP app for Android","updated_at":"2024-09-20T04:10:35Z","url":"https://github.com/beemdevelopment/Aegis"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"d4n-larsson"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"AegisDB \u2013 self-hosted memory for AI agents, in one C binary"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"https://github.com/d4n-larsson/aegisdb"}},"_tags":["story","author_d4n-larsson","story_48941533"],"author":"d4n-larsson","children":[48941534,48974508],"created_at":"2026-07-16T23:15:56Z","created_at_i":1784243756,"num_comments":0,"objectID":"48941533","points":3,"story_id":48941533,"title":"AegisDB \u2013 self-hosted memory for AI agents, in one C binary","updated_at":"2026-07-20T04:59:06Z","url":"https://github.com/d4n-larsson/aegisdb"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"conchaestrada"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"Show HN: Aegis \u2013 post-quantum cyberdefense proxy (471 attacks, 0 breaches)"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"https://github.com/conchaestradamiguelangel-droid/aegis"}},"_tags":["story","author_conchaestrada","story_48429362","show_hn"],"author":"conchaestrada","children":[48429372],"created_at":"2026-06-06T21:52:07Z","created_at_i":1780782727,"num_comments":0,"objectID":"48429362","points":3,"story_id":48429362,"title":"Show HN: Aegis \u2013 post-quantum cyberdefense proxy (471 attacks, 0 breaches)","updated_at":"2026-06-07T00:37:40Z","url":"https://github.com/conchaestradamiguelangel-droid/aegis"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"agateau"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"In Praise of Aegis Authenticator (and KDE Connect)"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"https://agateau.com/2026/in-praise-of-aegis-authenticator/"}},"_tags":["story","author_agateau","story_48133586"],"author":"agateau","created_at":"2026-05-14T10:48:23Z","created_at_i":1778755703,"num_comments":0,"objectID":"48133586","points":3,"story_id":48133586,"title":"In Praise of Aegis Authenticator (and KDE Connect)","updated_at":"2026-05-14T11:03:23Z","url":"https://agateau.com/2026/in-praise-of-aegis-authenticator/"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"Acacian"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"Show HN: Aegis \u2013 Security framework for AI agents"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"https://acacian.github.io/aegis/playground/"}},"_tags":["story","author_Acacian","story_47542749","show_hn"],"author":"Acacian","children":[47542793,47542794],"created_at":"2026-03-27T14:00:05Z","created_at_i":1774620005,"num_comments":0,"objectID":"47542749","points":3,"story_id":47542749,"title":"Show HN: Aegis \u2013 Security framework for AI agents","updated_at":"2026-03-28T15:36:57Z","url":"https://acacian.github.io/aegis/playground/"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"kasumispencer2"},"story_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"Hello the good people on Hacker News.\nIn the last 6 months I've been working on a self-hosted Git server and now I'd say it has reached a stage where I felt comfortable showing it properly.
For the HTTP server and frontend part, this project only relies on `net/http` and `html/template`, both of which are in Golang's standard library. This might not be the best performance-wise but I wish to cut dependencies as much as possible.
If the way the whole project is structured and developed seems weird: this is the first Golang project and first serious backend project I've ever done. Before making Aegis I've only made a few small things with Node.js and have never touched Golang, and during the development a lot of things have been ignored and/or delayed for the sake of "having enough functionalities as quick as possible". At the beginning it was only meant to be a proof that I have what it takes to "learn on the job" (and to learn about Git internals of course) but it gradually snowballed from there.
Currently the major things that have been implemented are as follows:
+ Basic things: tree/file views, commit info, history, diff;\n + Read-only clone by HTTP and read/write access through SSH;\n + Basic issue tracking and pull requests;\n + Namespaces; \n + Per-namespace and per-repository user access control;\n + Webhooks for external CI/CD (experimental feature; subject to change)\n + Snippets (\u00e0 la GitHub snippets)\n + And many tiny things:\n + Labels for repositories;\n + UI for Git Blame;\n + UI for directly editing files;\n + 2-factor authentication w/ Email\n + Support for displaying `Co-Authored-By` messages\n + No JavaScript - works all major browsers and a lot of minor ones, including Ladybird and NetSurf.\n + Proper web installer for easy(-er) installation (like the one in WordPress)\n + 2FA w/ HOTP/TOTP and passkeys;\n + GitHub Pages-like thingy;\n + This is currently planned to be added as a part of CI...\n + Proper CI;\n + Migration from/to other hosting services;\n + Support for other version control software, e.g. Fossil, Mercurial and SVN\n + And conversion between them (to the degree that's possible).\n + Refactor;\n + Better SSH and HTTP clone/pull/push handling;\n + Maybe properly implement Git functionalities instead of relying on exec.Command?\nFeedback & bug/security reports are greatly appreciated."},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"Show HN: Aegis \u2013 A Self-Hosted Git Server Written in Golang"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"https://github.com/AegisCodeForge/aegis"}},"_tags":["story","author_kasumispencer2","story_45384801","show_hn"],"author":"kasumispencer2","created_at":"2025-09-26T10:14:11Z","created_at_i":1758881651,"num_comments":0,"objectID":"45384801","points":3,"story_id":45384801,"story_text":"Hello the good people on Hacker News.\nIn the last 6 months I've been working on a self-hosted Git server and now I'd say it has reached a stage where I felt comfortable showing it properly.
For the HTTP server and frontend part, this project only relies on `net/http` and `html/template`, both of which are in Golang's standard library. This might not be the best performance-wise but I wish to cut dependencies as much as possible.
If the way the whole project is structured and developed seems weird: this is the first Golang project and first serious backend project I've ever done. Before making Aegis I've only made a few small things with Node.js and have never touched Golang, and during the development a lot of things have been ignored and/or delayed for the sake of "having enough functionalities as quick as possible". At the beginning it was only meant to be a proof that I have what it takes to "learn on the job" (and to learn about Git internals of course) but it gradually snowballed from there.
Currently the major things that have been implemented are as follows:
+ Basic things: tree/file views, commit info, history, diff;\n + Read-only clone by HTTP and read/write access through SSH;\n + Basic issue tracking and pull requests;\n + Namespaces; \n + Per-namespace and per-repository user access control;\n + Webhooks for external CI/CD (experimental feature; subject to change)\n + Snippets (\u00e0 la GitHub snippets)\n + And many tiny things:\n + Labels for repositories;\n + UI for Git Blame;\n + UI for directly editing files;\n + 2-factor authentication w/ Email\n + Support for displaying `Co-Authored-By` messages\n + No JavaScript - works all major browsers and a lot of minor ones, including Ladybird and NetSurf.\n + Proper web installer for easy(-er) installation (like the one in WordPress)\n + 2FA w/ HOTP/TOTP and passkeys;\n + GitHub Pages-like thingy;\n + This is currently planned to be added as a part of CI...\n + Proper CI;\n + Migration from/to other hosting services;\n + Support for other version control software, e.g. Fossil, Mercurial and SVN\n + And conversion between them (to the degree that's possible).\n + Refactor;\n + Better SSH and HTTP clone/pull/push handling;\n + Maybe properly implement Git functionalities instead of relying on exec.Command?\nFeedback & bug/security reports are greatly appreciated.","title":"Show HN: Aegis \u2013 A Self-Hosted Git Server Written in Golang","updated_at":"2026-03-05T22:44:51Z","url":"https://github.com/AegisCodeForge/aegis"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"kasumispencer2"},"story_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"Hello the good people on Hacker News.
In the last 6 months I've been working on a self-hosted Git server and now I'd say it has reached a stage where I felt comfortable showing it properly.
For the HTTP server and frontend part, this project only relies on `net/http` and `html/template`, both of which are in Golang's standard library. This might not be the best performance-wise but I wish to cut dependencies as much as possible.
If the way the whole project is structured and developed seems weird: this is the first Golang project and first serious backend project I've ever done. Before making Aegis I've only made a few small things with Node.js and have never touched Golang, and during the development a lot of things have been ignored and/or delayed for the sake of "having enough functionalities as quick as possible". At the beginning it was only meant to be a proof that I have what it takes to "learn on the job" (and to learn about Git internals of course) but it gradually snowballed from there.
Currently the major things that have been implemented are as follows:
+ Basic things: tree/file views, commit info, history, diff;\n + Read-only clone by HTTP and read/write access through SSH;\n + Basic issue tracking and pull requests;\n + Namespaces; \n + Per-namespace and per-repository user access control;\n + Webhooks for external CI/CD (experimental feature; subject to change)\n + Snippets (\u00e0 la GitHub snippets)\n + And many tiny things:\n + Labels for repositories;\n + UI for Git Blame;\n + UI for directly editing files;\n + 2-factor authentication w/ Email\n + Support for displaying `Co-Authored-By` messages\n + No JavaScript - works all major browsers and a lot of minor ones, including Ladybird and NetSurf.\n + Proper web installer for easy(-er) installation (like the one in WordPress)\n + 2FA w/ HOTP/TOTP and passkeys;\n + GitHub Pages-like thingy;\n + This is currently planned to be added as a part of CI...\n + Proper CI;\n + Migration from/to other hosting services;\n + Support for other version control software, e.g. Fossil, Mercurial and SVN\n + And conversion between them (to the degree that's possible).\n + Refactor;\n + Better SSH and HTTP clone/pull/push handling;\n + Maybe properly implement Git functionalities instead of relying on exec.Command?\nI have set up a demo server at https://aegis-demo.sebastian.graphics if you wish to see it in action. This server is hosted on a small VPS I've rented from DigitalOcean (not sponsored), which I'll be taking down in about two weeks. It will be configured with the most basic settings possible (i.e. basically SQLite for everything). I'll leave no restrictions on user activities, but please be nice...
Feedback & bug/security reports are greatly appreciated."},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"Show HN: Aegis \u2013 A Self-Hosted Code Hosting Server Written in Golang"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"https://github.com/AegisCodeForge/aegis"}},"_tags":["story","author_kasumispencer2","story_45365940","show_hn"],"author":"kasumispencer2","created_at":"2025-09-24T21:04:19Z","created_at_i":1758747859,"num_comments":0,"objectID":"45365940","points":3,"story_id":45365940,"story_text":"Hello the good people on Hacker News.
In the last 6 months I've been working on a self-hosted Git server and now I'd say it has reached a stage where I felt comfortable showing it properly.
For the HTTP server and frontend part, this project only relies on `net/http` and `html/template`, both of which are in Golang's standard library. This might not be the best performance-wise but I wish to cut dependencies as much as possible.
If the way the whole project is structured and developed seems weird: this is the first Golang project and first serious backend project I've ever done. Before making Aegis I've only made a few small things with Node.js and have never touched Golang, and during the development a lot of things have been ignored and/or delayed for the sake of "having enough functionalities as quick as possible". At the beginning it was only meant to be a proof that I have what it takes to "learn on the job" (and to learn about Git internals of course) but it gradually snowballed from there.
Currently the major things that have been implemented are as follows:
+ Basic things: tree/file views, commit info, history, diff;\n + Read-only clone by HTTP and read/write access through SSH;\n + Basic issue tracking and pull requests;\n + Namespaces; \n + Per-namespace and per-repository user access control;\n + Webhooks for external CI/CD (experimental feature; subject to change)\n + Snippets (\u00e0 la GitHub snippets)\n + And many tiny things:\n + Labels for repositories;\n + UI for Git Blame;\n + UI for directly editing files;\n + 2-factor authentication w/ Email\n + Support for displaying `Co-Authored-By` messages\n + No JavaScript - works all major browsers and a lot of minor ones, including Ladybird and NetSurf.\n + Proper web installer for easy(-er) installation (like the one in WordPress)\n + 2FA w/ HOTP/TOTP and passkeys;\n + GitHub Pages-like thingy;\n + This is currently planned to be added as a part of CI...\n + Proper CI;\n + Migration from/to other hosting services;\n + Support for other version control software, e.g. Fossil, Mercurial and SVN\n + And conversion between them (to the degree that's possible).\n + Refactor;\n + Better SSH and HTTP clone/pull/push handling;\n + Maybe properly implement Git functionalities instead of relying on exec.Command?\nI have set up a demo server at https://aegis-demo.sebastian.graphics if you wish to see it in action. This server is hosted on a small VPS I've rented from DigitalOcean (not sponsored), which I'll be taking down in about two weeks. It will be configured with the most basic settings possible (i.e. basically SQLite for everything). I'll leave no restrictions on user activities, but please be nice...
Feedback & bug/security reports are greatly appreciated.","title":"Show HN: Aegis \u2013 A Self-Hosted Code Hosting Server Written in Golang","updated_at":"2026-03-05T22:43:40Z","url":"https://github.com/AegisCodeForge/aegis"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"sohkamyung"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"AEgIS makes positronium for antimatter gravity experiments"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"https://home.cern/news/news/physics/aegis-makes-positronium-antimatter-gravity-experiments"}},"_tags":["story","author_sohkamyung","story_39479815"],"author":"sohkamyung","created_at":"2024-02-23T12:40:10Z","created_at_i":1708692010,"num_comments":0,"objectID":"39479815","points":3,"story_id":39479815,"title":"AEgIS makes positronium for antimatter gravity experiments","updated_at":"2024-09-20T16:29:58Z","url":"https://home.cern/news/news/physics/aegis-makes-positronium-antimatter-gravity-experiments"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"Seirdy"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"The AEGIS family of authenticated encryption algorithms"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"https://jedisct1.github.io/draft-aegis-aead/draft-denis-aegis-aead.html"}},"_tags":["story","author_Seirdy","story_28985402"],"author":"Seirdy","created_at":"2021-10-25T07:53:34Z","created_at_i":1635148414,"num_comments":0,"objectID":"28985402","points":3,"story_id":28985402,"title":"The AEGIS family of authenticated encryption algorithms","updated_at":"2024-09-20T09:43:58Z","url":"https://jedisct1.github.io/draft-aegis-aead/draft-denis-aegis-aead.html"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"schakraberty"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"Dentsu Aegis Network acquires SVG Media at cusp of digital ad boom in India"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"https://www.techinasia.com/dentsu-aegis-network-acquires-svg-media"}},"_tags":["story","author_schakraberty","story_14136177"],"author":"schakraberty","created_at":"2017-04-18T03:05:39Z","created_at_i":1492484739,"num_comments":0,"objectID":"14136177","points":3,"story_id":14136177,"title":"Dentsu Aegis Network acquires SVG Media at cusp of digital ad boom in India","updated_at":"2024-09-20T00:40:58Z","url":"https://www.techinasia.com/dentsu-aegis-network-acquires-svg-media"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"modulardevtools"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"Aegis \u2013 An open-source CLI that generates security docs in 3 seconds"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"https://github.com/JamesTheGiblet/Project-Aegis-CLI-MVP-Ready"}},"_tags":["story","author_modulardevtools","story_45358354"],"author":"modulardevtools","children":[45358366,45358597],"created_at":"2025-09-24T10:15:55Z","created_at_i":1758708955,"num_comments":3,"objectID":"45358354","points":2,"story_id":45358354,"title":"Aegis \u2013 An open-source CLI that generates security docs in 3 seconds","updated_at":"2026-03-05T22:43:17Z","url":"https://github.com/JamesTheGiblet/Project-Aegis-CLI-MVP-Ready"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"ParzivalHack"},"story_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"Hey HN,
I've been working on Aegis.rs for a bit, and I wanted to share it. It's the first open-source Rust-based LLM security proxy (that I could find, at least).
I kept having the same issue, since existing LLM security tools are either Python libraries you have to manually integrate into your app, or cloud SaaS products that route your traffic through a third party (which you can't control), and i wanted something that just sat in the middle without touching my code or sending prompts anywhere.
So I built a transparent reverse proxy. You point your requests at localhost:8080 instead of your LLM endpoint and, so far, it catches prompt injections, jailbreaks, PII leakage, and other LLM attacks, blocking them before any malicious request even reaches the model. If a request is clean, it forwards it. If it's malicious, it blocks it. Zero code changes.
It runs two layers: a fast heuristic engine with 150+ hand-crafted (expandable) regex rules that runs in under 1ms (thanks to Actix-web), plus an AI judge using Groq for semantic analysis on ambiguous cases.
Can be easily shipped as a single binary with a live dashboard, hot-reloadable rules, and structured JSON logs.
Still v0.1 but it's working well enough for me to share its first version. The heuristic layer is fast enough for prod, and extending the rules is pretty easy.
Would love feedbacks (or contributions lol), especially from anyone dealing with LLMs' security and threat modeling :)"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"Show HN: Aegis.rs, the first open source Rust-based LLM security proxy"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"https://github.com/ParzivalHack/Aegis.rs"}},"_tags":["story","author_ParzivalHack","story_47072572","show_hn"],"author":"ParzivalHack","children":[47077669],"created_at":"2026-02-19T11:11:28Z","created_at_i":1771499488,"num_comments":2,"objectID":"47072572","points":2,"story_id":47072572,"story_text":"Hey HN,
I've been working on Aegis.rs for a bit, and I wanted to share it. It's the first open-source Rust-based LLM security proxy (that I could find, at least).
I kept having the same issue, since existing LLM security tools are either Python libraries you have to manually integrate into your app, or cloud SaaS products that route your traffic through a third party (which you can't control), and i wanted something that just sat in the middle without touching my code or sending prompts anywhere.
So I built a transparent reverse proxy. You point your requests at localhost:8080 instead of your LLM endpoint and, so far, it catches prompt injections, jailbreaks, PII leakage, and other LLM attacks, blocking them before any malicious request even reaches the model. If a request is clean, it forwards it. If it's malicious, it blocks it. Zero code changes.
It runs two layers: a fast heuristic engine with 150+ hand-crafted (expandable) regex rules that runs in under 1ms (thanks to Actix-web), plus an AI judge using Groq for semantic analysis on ambiguous cases.
Can be easily shipped as a single binary with a live dashboard, hot-reloadable rules, and structured JSON logs.
Still v0.1 but it's working well enough for me to share its first version. The heuristic layer is fast enough for prod, and extending the rules is pretty easy.
Would love feedbacks (or contributions lol), especially from anyone dealing with LLMs' security and threat modeling :)","title":"Show HN: Aegis.rs, the first open source Rust-based LLM security proxy","updated_at":"2026-03-05T23:35:40Z","url":"https://github.com/ParzivalHack/Aegis.rs"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"PkLavc"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"Show HN: Aegis Sentinel \u2013 Self-healing infra engine using ML"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"https://github.com/PkLavc/aegis-sentinel"}},"_tags":["story","author_PkLavc","story_47065720","show_hn"],"author":"PkLavc","children":[47065724],"created_at":"2026-02-18T20:11:35Z","created_at_i":1771445495,"num_comments":1,"objectID":"47065720","points":2,"story_id":47065720,"title":"Show HN: Aegis Sentinel \u2013 Self-healing infra engine using ML","updated_at":"2026-03-05T23:35:18Z","url":"https://github.com/PkLavc/aegis-sentinel"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"LessSimpleSlow"},"story_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"Hi HN, I built AegisClip, a minimalist clipboard manager for Mac.
Problem: I often needed to copy multiple items (code, text, links) but existing clipboard tools felt limited. Switching windows and pasting repeatedly was frustrating.
Solution: AegisClip tries to reduce context switching with:\n- Auto Paste after copying\n- Split copied text into multiple items\n- Batch or step-by-step paste\n- Inline previews (including color values), tags & search\n- 100% on-device, with privacy in mind
Would love to hear feedback from this community on how you use clipboard tools and what matters most. \nDemo & details: https://www.aegisclip.com"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"Show HN: AegisClip \u2013 Minimalist Mac Clipboard Manager with Auto Paste"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"https://www.aegisclip.com/en"}},"_tags":["story","author_LessSimpleSlow","story_45193564","show_hn"],"author":"LessSimpleSlow","children":[45201251],"created_at":"2025-09-10T05:11:09Z","created_at_i":1757481069,"num_comments":1,"objectID":"45193564","points":2,"story_id":45193564,"story_text":"Hi HN, I built AegisClip, a minimalist clipboard manager for Mac.
Problem: I often needed to copy multiple items (code, text, links) but existing clipboard tools felt limited. Switching windows and pasting repeatedly was frustrating.
Solution: AegisClip tries to reduce context switching with:\n- Auto Paste after copying\n- Split copied text into multiple items\n- Batch or step-by-step paste\n- Inline previews (including color values), tags & search\n- 100% on-device, with privacy in mind
Would love to hear feedback from this community on how you use clipboard tools and what matters most. \nDemo & details: https://www.aegisclip.com","title":"Show HN: AegisClip \u2013 Minimalist Mac Clipboard Manager with Auto Paste","updated_at":"2026-03-05T22:42:40Z","url":"https://www.aegisclip.com/en"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"tschak"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"Amiga: Aegis Images, a.k.a. GraphiCraft, a.k.a. ProPaint [video]"},"url":{"matchLevel":"none","matchedWords":[],"value":"https://www.youtube.com/watch?v=FBUVBZY3zvo"}},"_tags":["story","author_tschak","story_41275252"],"author":"tschak","children":[41275253],"created_at":"2024-08-17T15:33:38Z","created_at_i":1723908818,"num_comments":1,"objectID":"41275252","points":2,"story_id":41275252,"title":"Amiga: Aegis Images, a.k.a. GraphiCraft, a.k.a. ProPaint [video]","updated_at":"2024-09-20T17:41:19Z","url":"https://www.youtube.com/watch?v=FBUVBZY3zvo"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"radmuzom"},"story_text":{"matchLevel":"none","matchedWords":[],"value":""},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"Aegis Defenders Crowdfunding Post-Mortem, Pt. 1: So, You Wanna Crowdfund?"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"http://gamasutra.com/blogs/ScottStephan/20150109/233818/Aegis_Defenders_Crowdfunding_PostMortem_Pt_1_So_you_wanna_crowdfund.php"}},"_tags":["story","author_radmuzom","story_8874412"],"author":"radmuzom","created_at":"2015-01-12T15:38:17Z","created_at_i":1421077097,"num_comments":0,"objectID":"8874412","points":2,"story_id":8874412,"story_text":"","title":"Aegis Defenders Crowdfunding Post-Mortem, Pt. 1: So, You Wanna Crowdfund?","updated_at":"2023-09-06T23:15:14Z","url":"http://gamasutra.com/blogs/ScottStephan/20150109/233818/Aegis_Defenders_Crowdfunding_PostMortem_Pt_1_So_you_wanna_crowdfund.php"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"josefchen"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"Aegis: A Backup Reflex for Physical AI"},"url":{"matchLevel":"none","matchedWords":[],"value":"https://arxiv.org/abs/2606.06660"}},"_tags":["story","author_josefchen","story_48542307"],"author":"josefchen","created_at":"2026-06-15T15:01:47Z","created_at_i":1781535707,"num_comments":0,"objectID":"48542307","points":2,"story_id":48542307,"title":"Aegis: A Backup Reflex for Physical AI","updated_at":"2026-06-15T16:25:46Z","url":"https://arxiv.org/abs/2606.06660"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"conchaestrada"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"Show HN: Aegis \u2013 post-quantum cyberdefense proxy (687 attacks, 0 breaches, 40d)"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"https://github.com/conchaestradamiguelangel-droid/aegis"}},"_tags":["story","author_conchaestrada","story_48486970","show_hn"],"author":"conchaestrada","children":[48487010],"created_at":"2026-06-11T06:35:31Z","created_at_i":1781159731,"num_comments":0,"objectID":"48486970","points":2,"story_id":48486970,"title":"Show HN: Aegis \u2013 post-quantum cyberdefense proxy (687 attacks, 0 breaches, 40d)","updated_at":"2026-06-12T00:47:50Z","url":"https://github.com/conchaestradamiguelangel-droid/aegis"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"bilegeek"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"GUI Wonderland #5 \u2013 Apollo Aegis \u2013 In a Beautifully Connected World"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"https://blisscast.wordpress.com/2024/11/12/apollo-aegis-gui-wonderland-5/"}},"_tags":["story","author_bilegeek","story_47686896"],"author":"bilegeek","created_at":"2026-04-08T08:02:24Z","created_at_i":1775635344,"num_comments":0,"objectID":"47686896","points":2,"story_id":47686896,"title":"GUI Wonderland #5 \u2013 Apollo Aegis \u2013 In a Beautifully Connected World","updated_at":"2026-04-08T13:22:45Z","url":"https://blisscast.wordpress.com/2024/11/12/apollo-aegis-gui-wonderland-5/"},{"_highlightResult":{"author":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"AEGIS_JB"},"story_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"Every agent framework lets the LLM decide which tools to call at machine speed. There's nothing between the decision and execution \u2014 no check, no confirmation.
AEGIS intercepts tool calls before they execute: classifies them (SQL, file, shell, network), evaluates against policies, and either allows, blocks, or holds for human approval.\n \n One line of code, zero changes to your agent: \n \n import agentguard \n agentguard.auto("http://localhost:8080") \n \n Built-in detection for SQL injection, path traversal, command injection, prompt injection, data exfiltration, and PII leakage. Every trace is Ed25519 signed and SHA-256 hash-chained.\n \n Supports 9 Python frameworks (Anthropic, OpenAI, LangChain, CrewAI, Gemini, Bedrock, Mistral, LlamaIndex, smolagents), plus JS/TS and Go SDKs.\n \n Self-hosted, MIT licensed, Docker Compose one-liner. \n \n https://github.com/Justin0504/Aegis AEGIS intercepts tool calls before they execute: classifies them (SQL, file, shell, network), evaluates against policies, and either allows, blocks, or holds for human approval.\n \n One line of code, zero changes to your agent: \n \n import agentguard \n agentguard.auto("http://localhost:8080") \n \n Built-in detection for SQL injection, path traversal, command injection, prompt injection, data exfiltration, and PII leakage. Every trace is Ed25519 signed and SHA-256 hash-chained.\n \n Supports 9 Python frameworks (Anthropic, OpenAI, LangChain, CrewAI, Gemini, Bedrock, Mistral, LlamaIndex, smolagents), plus JS/TS and Go SDKs.\n \n Self-hosted, MIT licensed, Docker Compose one-liner. \n \n https://github.com/Justin0504/AegisMost eBPF-based runtime security systems observe events (tracepoints/kprobes) and alert asynchronously. Aegis attaches to Linux Security Module (LSM) hooks such as:
file_open
inode_permission
bprm_check_security
socket_connect / socket_bind
This allows operations to be denied synchronously before the syscall completes.
Core ideas:
Inode-first file enforcement (stable across renames)
Dual-stack IPv4/IPv6 network deny rules enforced in-kernel
Explicit enforce vs audit posture contract
Capability-aware fail-closed mode
Structured state transitions (ENFORCE / AUDIT_FALLBACK / DEGRADED)
Performance (example baseline, 200k ops):
~2\u20133% p95 overhead on open
~0.5\u20131% overhead on connect
O(1) map lookups regardless of rule count
The project includes:
Signed policy bundles (Ed25519)
Capability/posture reporting
Kernel compatibility matrix CI
Documented threat model and TOCTOU analysis
I wrote two technical deep dives explaining the design rationale:
Part 1 \u2013 Synchronous Kernel-Level Denial via eBPF-LSM\nhttps://medium.com/@erenari27/part-1-synchronous-kernel-leve...
Part 2 \u2013 Deterministic Enforcement Contracts & Posture Semantics\nhttps://medium.com/@erenari27/part-2-deterministic-enforceme...
Happy to discuss hook selection tradeoffs, verifier constraints, seccomp vs LSM, Landlock comparisons, or enforcement failure modes."},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"Show HN: AegisBPF \u2013 Deterministic Runtime Enforcement via eBPF LSM"},"url":{"matchLevel":"none","matchedWords":[],"value":"https://github.com/ErenAri/Aegis-BPF"}},"_tags":["story","author_erenari","story_47150316","show_hn"],"author":"erenari","created_at":"2026-02-25T11:50:54Z","created_at_i":1772020254,"num_comments":0,"objectID":"47150316","points":2,"story_id":47150316,"story_text":"I built AegisBPF to explore deterministic runtime enforcement using BPF-LSM instead of the traditional detect-and-alert model common in eBPF security tooling.
Most eBPF-based runtime security systems observe events (tracepoints/kprobes) and alert asynchronously. Aegis attaches to Linux Security Module (LSM) hooks such as:
file_open
inode_permission
bprm_check_security
socket_connect / socket_bind
This allows operations to be denied synchronously before the syscall completes.
Core ideas:
Inode-first file enforcement (stable across renames)
Dual-stack IPv4/IPv6 network deny rules enforced in-kernel
Explicit enforce vs audit posture contract
Capability-aware fail-closed mode
Structured state transitions (ENFORCE / AUDIT_FALLBACK / DEGRADED)
Performance (example baseline, 200k ops):
~2\u20133% p95 overhead on open
~0.5\u20131% overhead on connect
O(1) map lookups regardless of rule count
The project includes:
Signed policy bundles (Ed25519)
Capability/posture reporting
Kernel compatibility matrix CI
Documented threat model and TOCTOU analysis
I wrote two technical deep dives explaining the design rationale:
Part 1 \u2013 Synchronous Kernel-Level Denial via eBPF-LSM\nhttps://medium.com/@erenari27/part-1-synchronous-kernel-leve...
Part 2 \u2013 Deterministic Enforcement Contracts & Posture Semantics\nhttps://medium.com/@erenari27/part-2-deterministic-enforceme...
Happy to discuss hook selection tradeoffs, verifier constraints, seccomp vs LSM, Landlock comparisons, or enforcement failure modes.","title":"Show HN: AegisBPF \u2013 Deterministic Runtime Enforcement via eBPF LSM","updated_at":"2026-03-05T23:37:03Z","url":"https://github.com/ErenAri/Aegis-BPF"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"teleforce"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"Geely Galaxy E5's Aegis Gold Brick Battery passes 36-ton tank compression test"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"https://carnewschina.com/2025/05/29/geely-galaxy-e5s-aegis-gold-brick-battery-passes-36-ton-tank-compression-test/"}},"_tags":["story","author_teleforce","story_44125414"],"author":"teleforce","created_at":"2025-05-29T12:32:18Z","created_at_i":1748521938,"num_comments":0,"objectID":"44125414","points":2,"story_id":44125414,"title":"Geely Galaxy E5's Aegis Gold Brick Battery passes 36-ton tank compression test","updated_at":"2025-05-29T12:40:42Z","url":"https://carnewschina.com/2025/05/29/geely-galaxy-e5s-aegis-gold-brick-battery-passes-36-ton-tank-compression-test/"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"granddave"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"Aegis-rs \u2013 A CLI companion to the Aegis 2FA app"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"https://github.com/Granddave/aegis-rs"}},"_tags":["story","author_granddave","story_39397849"],"author":"granddave","created_at":"2024-02-16T14:56:49Z","created_at_i":1708095409,"num_comments":0,"objectID":"39397849","points":2,"story_id":39397849,"title":"Aegis-rs \u2013 A CLI companion to the Aegis 2FA app","updated_at":"2024-09-20T16:31:16Z","url":"https://github.com/Granddave/aegis-rs"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"keepamovin"},"title":{"fullyHighlighted":true,"matchLevel":"full","matchedWords":["aegisai"],"value":"Aegis"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"https://en.wikipedia.org/wiki/Aegis"}},"_tags":["story","author_keepamovin","story_36842911"],"author":"keepamovin","created_at":"2023-07-24T03:47:05Z","created_at_i":1690170425,"num_comments":0,"objectID":"36842911","points":2,"story_id":36842911,"title":"Aegis","updated_at":"2024-09-20T14:37:36Z","url":"https://en.wikipedia.org/wiki/Aegis"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"danbolt"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"13 Sentinels: Aegis Rim"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"https://en.wikipedia.org/wiki/13_Sentinels:_Aegis_Rim"}},"_tags":["story","author_danbolt","story_29925529"],"author":"danbolt","created_at":"2022-01-13T19:29:52Z","created_at_i":1642102192,"num_comments":0,"objectID":"29925529","points":2,"story_id":29925529,"title":"13 Sentinels: Aegis Rim","updated_at":"2024-09-20T10:13:28Z","url":"https://en.wikipedia.org/wiki/13_Sentinels:_Aegis_Rim"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"ignitionmonkey"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"Avoid Authy, Use Aegis"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"https://jahed.dev/2021/01/15/avoid-authy-use-aegis/"}},"_tags":["story","author_ignitionmonkey","story_28868702"],"author":"ignitionmonkey","created_at":"2021-10-14T19:17:36Z","created_at_i":1634239056,"num_comments":0,"objectID":"28868702","points":2,"story_id":28868702,"title":"Avoid Authy, Use Aegis","updated_at":"2024-09-20T09:39:05Z","url":"https://jahed.dev/2021/01/15/avoid-authy-use-aegis/"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"bryanrasmussen"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"The Aegis Combat System (ACS)"},"url":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"http://www.globalsecurity.org/military/systems/ship/systems/aegis.htm"}},"_tags":["story","author_bryanrasmussen","story_15065346"],"author":"bryanrasmussen","created_at":"2017-08-21T15:40:54Z","created_at_i":1503330054,"num_comments":0,"objectID":"15065346","points":2,"story_id":15065346,"title":"The Aegis Combat System (ACS)","updated_at":"2024-09-20T01:16:09Z","url":"http://www.globalsecurity.org/military/systems/ship/systems/aegis.htm"},{"_highlightResult":{"author":{"matchLevel":"none","matchedWords":[],"value":"alexgaribay"},"story_text":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"Hi HN community!
I just launched my first paid SaaS, https://crimsonaegis.com. Crimson Aegis is a data loss prevention (DLP) integration for Slack. It checks your Slack messages to make sure you aren't posting sensitive information like credit card number and social security numbers and gives the option to remove messages.
Use the promo code HN20 for a 20% discount on your subscription when you sign up!
About the stack:\n* 100% Elixir with Phoenix\n* Postgres for DB\n* Hosted on Google Cloud
Any feedback is greatly appreciated!"},"title":{"fullyHighlighted":false,"matchLevel":"full","matchedWords":["aegisai"],"value":"Show HN: Crimson Aegis \u2013 Data Loss Prevention for Slack"}},"_tags":["story","author_alexgaribay","story_14783039","show_hn"],"author":"alexgaribay","created_at":"2017-07-16T17:22:16Z","created_at_i":1500225736,"num_comments":0,"objectID":"14783039","points":2,"story_id":14783039,"story_text":"Hi HN community!
I just launched my first paid SaaS, https://crimsonaegis.com. Crimson Aegis is a data loss prevention (DLP) integration for Slack. It checks your Slack messages to make sure you aren't posting sensitive information like credit card number and social security numbers and gives the option to remove messages.
Use the promo code HN20 for a 20% discount on your subscription when you sign up!
About the stack:\n* 100% Elixir with Phoenix\n* Postgres for DB\n* Hosted on Google Cloud
Any feedback is greatly appreciated!","title":"Show HN: Crimson Aegis \u2013 Data Loss Prevention for Slack","updated_at":"2024-09-20T01:07:19Z"}],"hitsPerPage":50,"nbHits":281,"nbPages":6,"page":0,"params":"query=AegisAI&tags=story&hitsPerPage=50&advancedSyntax=true&analyticsTags=backend","processingTimeMS":13,"processingTimingsMS":{"_request":{"queue":17,"roundTrip":19},"afterFetch":{"format":{"highlighting":1,"total":2},"merge":{"mergeLoop":{"prepareNextHit":4,"total":5},"total":5},"total":5},"fetch":{"query":6,"total":7},"total":13},"query":"AegisAI","serverTimeMS":32}