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Show HN: I decomposed 87 tasks to find where AI agents structurally collapse

https://github.com/XxCotHGxX/Instruction_Entropy
1•XxCotHGxX•1m ago•1 comments

I went back to Linux and it was a mistake

https://www.theverge.com/report/875077/linux-was-a-mistake
1•timpera•3m ago•1 comments

Octrafic – open-source AI-assisted API testing from the CLI

https://github.com/Octrafic/octrafic-cli
1•mbadyl•4m ago•1 comments

US Accuses China of Secret Nuclear Testing

https://www.reuters.com/world/china/trump-has-been-clear-wanting-new-nuclear-arms-control-treaty-...
1•jandrewrogers•5m ago•0 comments

Peacock. A New Programming Language

1•hashhooshy•10m ago•1 comments

A postcard arrived: 'If you're reading this I'm dead, and I really liked you'

https://www.washingtonpost.com/lifestyle/2026/02/07/postcard-death-teacher-glickman/
2•bookofjoe•11m ago•1 comments

What to know about the software selloff

https://www.morningstar.com/markets/what-know-about-software-stock-selloff
2•RickJWagner•14m ago•0 comments

Show HN: Syntux – generative UI for websites, not agents

https://www.getsyntux.com/
3•Goose78•15m ago•0 comments

Microsoft appointed a quality czar. He has no direct reports and no budget

https://jpcaparas.medium.com/ab75cef97954
2•birdculture•15m ago•0 comments

AI overlay that reads anything on your screen (invisible to screen capture)

https://lowlighter.app/
1•andylytic•17m ago•1 comments

Show HN: Seafloor, be up and running with OpenClaw in 20 seconds

https://seafloor.bot/
1•k0mplex•17m ago•0 comments

Tesla turbine-inspired structure generates electricity using compressed air

https://techxplore.com/news/2026-01-tesla-turbine-generates-electricity-compressed.html
2•PaulHoule•18m ago•0 comments

State Department deleting 17 years of tweets (2009-2025); preservation needed

https://www.npr.org/2026/02/07/nx-s1-5704785/state-department-trump-posts-x
2•sleazylice•19m ago•1 comments

Learning to code, or building side projects with AI help, this one's for you

https://codeslick.dev/learn
1•vitorlourenco•19m ago•0 comments

Effulgence RPG Engine [video]

https://www.youtube.com/watch?v=xFQOUe9S7dU
1•msuniverse2026•21m ago•0 comments

Five disciplines discovered the same math independently – none of them knew

https://freethemath.org
4•energyscholar•21m ago•1 comments

We Scanned an AI Assistant for Security Issues: 12,465 Vulnerabilities

https://codeslick.dev/blog/openclaw-security-audit
1•vitorlourenco•22m ago•0 comments

Amazon no longer defend cloud customers against video patent infringement claims

https://ipfray.com/amazon-no-longer-defends-cloud-customers-against-video-patent-infringement-cla...
2•ffworld•22m ago•0 comments

Show HN: Medinilla – an OCPP compliant .NET back end (partially done)

https://github.com/eliodecolli/Medinilla
2•rhcm•25m ago•0 comments

How Does AI Distribute the Pie? Large Language Models and the Ultimatum Game

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6157066
1•dkga•26m ago•1 comments

Resistance Infrastructure

https://www.profgalloway.com/resistance-infrastructure/
3•samizdis•30m ago•1 comments

Fire-juggling unicyclist caught performing on crossing

https://news.sky.com/story/fire-juggling-unicyclist-caught-performing-on-crossing-13504459
1•austinallegro•31m ago•0 comments

Restoring a lost 1981 Unix roguelike (protoHack) and preserving Hack 1.0.3

https://github.com/Critlist/protoHack
2•Critlist•32m ago•0 comments

GPS and Time Dilation – Special and General Relativity

https://philosophersview.com/gps-and-time-dilation/
1•mistyvales•36m ago•0 comments

Show HN: Witnessd – Prove human authorship via hardware-bound jitter seals

https://github.com/writerslogic/witnessd
1•davidcondrey•36m ago•1 comments

Show HN: I built a clawdbot that texts like your crush

https://14.israelfirew.co
2•IsruAlpha•38m ago•2 comments

Scientists reverse Alzheimer's in mice and restore memory (2025)

https://www.sciencedaily.com/releases/2025/12/251224032354.htm
2•walterbell•41m ago•0 comments

Compiling Prolog to Forth [pdf]

https://vfxforth.com/flag/jfar/vol4/no4/article4.pdf
1•todsacerdoti•42m ago•0 comments

Show HN: Cymatica – an experimental, meditative audiovisual app

https://apps.apple.com/us/app/cymatica-sounds-visualizer/id6748863721
2•_august•44m ago•0 comments

GitBlack: Tracing America's Foundation

https://gitblack.vercel.app/
15•martialg•44m ago•1 comments
Open in hackernews

Beddel: Secure, Declarative, and Extensible Agent Runtimes

https://github.com/botanarede/beddel-alpha
1•mesenga•2mo ago

Comments

mesenga•2mo ago
We are building Beddel, an open protocol and secure runtime designed to bring governance and predictability to AI Agents. When we started building agents, we realized that opaque "black box" execution loops are a nightmare for security and compliance, so we wanted a way to define agents that is transparent, auditable, and safe by default. Beddel treats Agent definitions as declarative YAML schemas rather than just code, allowing our runtime to wrap every interaction in a security layer that enforces rules before execution ever happens. In this alpha release, we are introducing a declarative protocol for portable agent definitions, built-in compliance engines (GDPR/LGPD) that automatically check PII handling and consent flows, real-time threat detection, and immutable audit trails for forensic logging. We believe the future of AI Agents requires a standard, safe protocol that enterprises can actually trust, and we are open-sourcing the core runtime to start this conversation. The repo includes the parser, compliance engines, and the isolated runtime environment—we’d love your feedback on the schema design and our approach to compliance enforcement: https://github.com/botanarede/beddel-alpha.

Finally, we designed Beddel to be the safe substrate for Generative Agent Creation. While current market standards often rely on LLMs generating executable code (like Python scripts) to spawn new behaviors—creating a massive sandboxing and security nightmare—Beddel solves this via its strict schema architecture. Because our agents are defined purely by YAML configuration rather than arbitrary code, an AI can safely act as an "Architect," composing and deploying new sub-agents on the fly without ever introducing arbitrary code execution risks. This enables self-organizing agent swarms where the logic is generated by GenAI, but the security boundaries remain rigidly enforced by our deterministic runtime.