Hacker News

Article URL: https://www.ssp.sh/brain/ai-wont-forget-a-problem/

Comments URL: https://news.ycombinator.com/item?id=47062909

Points: 1

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Article URL: https://ambientcg.com/

Comments URL: https://news.ycombinator.com/item?id=47062908

Points: 1

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Released this a few years ago with my partner. It scrapes skateboard shops products and lets users search them. Figured Hacker News might appreciate it, but also concerned an influx of traffic might crash it. Guess this is a stress test.

Built from scratch with PHP :)

Comments URL: https://news.ycombinator.com/item?id=47062906

Points: 1

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Article URL: https://www.moderntreasury.com

Comments URL: https://news.ycombinator.com/item?id=47062902

Points: 1

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Article URL: https://gaia-fork-k7yngvswe-gaias-projects-2dead09b.vercel.app/blog/how-tool-calling-works

Comments URL: https://news.ycombinator.com/item?id=47062888

Points: 1

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Article URL: https://www.omniglot.com/language/numbers/cistercian-numbers.htm

Comments URL: https://news.ycombinator.com/item?id=47062883

Points: 1

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Article URL: https://github.com/d99kris/nchat

Comments URL: https://news.ycombinator.com/item?id=47062882

Points: 1

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Article URL: https://huggingface.co/Qwen/Qwen3.5-397B-A17B-FP8

Comments URL: https://news.ycombinator.com/item?id=47062878

Points: 1

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Article URL: https://web4.ai/

Comments URL: https://news.ycombinator.com/item?id=47062855

Points: 1

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Article URL: https://unfault.dev/blog/the-shape-of-a-spiral/

Comments URL: https://news.ycombinator.com/item?id=47062851

Points: 1

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Article URL: https://www.lemonde.fr/en/pixels/article/2026/02/10/jury-told-that-meta-google-engineered-addiction-at-landmark-us-trial_6750323_13.html

Comments URL: https://news.ycombinator.com/item?id=47062850

Points: 1

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Article URL: https://medicalxpress.com/news/2026-01-bacterial-sensors-gut-illness-mice.html

Comments URL: https://news.ycombinator.com/item?id=47062831

Points: 1

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Much of my work right now involves complex, long-running, multi-agentic teams of agents. I kept running into the same problem: “How do I keep these guys in line?” Rules weren’t cutting it, and we needed a scalable, agentic-native STANDARD I could count on. There wasn’t one. So I built one.

Here are two open-source protocols that extend A2A, granting AI agents behavioral contracts and runtime integrity monitoring:

- Agent Alignment Protocol (AAP): What an agent can do / has done. - Agent Integrity Protocol (AIP): What an agent is thinking about doing / is allowed to do.

The problem: AI agents make autonomous decisions but have no standard way to declare what they're allowed to do, prove they're doing it, or detect when they've drifted. Observability tools tell you what happened. These protocols tell you whether what happened was okay.

Here's a concrete example. Say you have an agent who handles customer support tickets. Its Alignment Card declares:

{ "permitted": ["read_tickets", "draft_responses", "escalate_to_human"], "forbidden": ["access_payment_data", "issue_refunds", "modify_account_settings"], "escalation_triggers": ["billing_request_over_500"], "values": ["accuracy", "empathy", "privacy"] }

The agent gets a ticket: "Can you refund my last three orders?" The agent's reasoning trace shows it considering a call to the payments API. AIP reads that thinking, compares it to the card, and produces an Integrity Checkpoint:

{ "verdict": "boundary_violation", "concerns": ["forbidden_action: access_payment_data"], "reasoning": "Agent considered payments API access, which is explicitly forbidden. Should escalate to human.", "confidence": 0.95 }

The agent gets nudged back before it acts. Not after. Not in a log you review during a 2:00 AM triage. Between this turn and the next.

That's the core idea. AAP defines what agents should do (the contract). AIP watches what they're actually thinking and flags when those diverge (the conscience). Over time, AIP builds a drift profile — if an agent that was cautious starts getting aggressive, the system notices.

When multiple agents work together, it gets more interesting. Agents exchange Alignment Cards and verify value compatibility before coordination begins. An agent that values "move fast" and one that values "rollback safety" registers low coherence, and the system surfaces that conflict before work starts. Live demo with four agents handling a production incident: https://mnemom.ai/showcase

The protocols are Apache-licensed, work with any Anthropic/OpenAI/Gemini agent, and ship as SDKs on npm and PyPI. A free gateway proxy (smoltbot) adds integrity checking to any agent with zero code changes.

GitHub: https://github.com/mnemom Docs: docs.mnemom.ai Demo video: https://youtu.be/fmUxVZH09So

Comments URL: https://news.ycombinator.com/item?id=47062824

Points: 1

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Article URL: https://saeedesmaili.com/posts/taming-claude-code-taking-back-control/

Comments URL: https://news.ycombinator.com/item?id=47062821

Points: 1

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Article URL: https://www.nytimes.com/2026/02/18/arts/television/stephen-colbert-cbs-statement.html

Comments URL: https://news.ycombinator.com/item?id=47062179

Points: 1

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Article URL: https://eidel.io/the-ricoh-printing-experience/

Comments URL: https://news.ycombinator.com/item?id=47062150

Points: 2

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AI agents call tools autonomously, but some calls (delete_db, reset_state) shouldn't run unchecked.

agentpriv is a tiny permission layer: wrap any callable with allow/deny/ask and it gates execution before the function runs.

Zero dependencies, ~100 lines, works with any framework or plain Python. Happy to hear what's missing.

Comments URL: https://news.ycombinator.com/item?id=47062146

Points: 1

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Article URL: https://ariatatrezvalthazar.blogspot.com/2026/02/the-ozempic-effect-how-mcdonalds-is.html

Comments URL: https://news.ycombinator.com/item?id=47062142

Points: 1

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Article URL: https://ylan.segal-family.com/blog/2026/02/17/ive-disallowed-llms/

Comments URL: https://news.ycombinator.com/item?id=47062128

Points: 1

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Article URL: https://liveblocks.io/blog/open-sourcing-the-liveblocks-sync-engine-and-dev-server

Comments URL: https://news.ycombinator.com/item?id=47062123

Points: 4

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