Hacker News
Show HN: A deterministic governance harness for agentic development loops
I genuinely think that autonomous code generation is the future. But today we are facing a problem: we cannot be confident enough in the result produced by an LLM. The problem is its way of working. Even with strong directive such as “make a button blue”, we cannot be sure that the button will be blue (maybe the context has contradictory informations). This POC is based on hooks and is validating that a deterministic generic harness is possible.
For example, you may distribute a skill saying that a button must be blue, with a policy that checks that the button is blue. Thanks to this, the system will apply the policy and check the button’s color.
Comments URL: https://news.ycombinator.com/item?id=49002376
Points: 2
# Comments: 0
Legal Obligations vs. Social Contracts
Article URL: https://pointieststick.com/2026/07/21/legal-obligations-vs-social-contracts/
Comments URL: https://news.ycombinator.com/item?id=49002362
Points: 2
# Comments: 0
Librrd Playground
Article URL: https://systemf.epfl.ch/etc/librrd/
Comments URL: https://news.ycombinator.com/item?id=49002235
Points: 1
# Comments: 0
DeepSeek Search Down
Article URL: https://status.deepseek.com/incidents/6741259174287
Comments URL: https://news.ycombinator.com/item?id=49002233
Points: 1
# Comments: 0
Show HN: JavaScript framework where code order matches the UI sequence
Article URL: https://github.com/livetrails/targetjs
Comments URL: https://news.ycombinator.com/item?id=49002231
Points: 1
# Comments: 0
Macaron-V1
Article URL: https://macaron.im/mindlab/research/introducing-macaron-v1
Comments URL: https://news.ycombinator.com/item?id=49002207
Points: 1
# Comments: 0
NVIDIA Synthetic Video Detector
Article URL: https://build.nvidia.com/nvidia/synthetic-video-detector
Comments URL: https://news.ycombinator.com/item?id=49002202
Points: 1
# Comments: 0
China's 'AI for All' Offensive Defies US Containment Playbook
Article URL: https://www.bloomberg.com/news/articles/2026-07-22/china-s-ai-for-all-offensive-defies-us-containment-playbook
Comments URL: https://news.ycombinator.com/item?id=49002188
Points: 1
# Comments: 0
CinematicBench, a reproducible benchmark for scroll craft
Article URL: https://github.com/MustBeSimo/cinematic-scroll-skill
Comments URL: https://news.ycombinator.com/item?id=49002173
Points: 2
# Comments: 0
'Everything I know about evil I learned in that small town': John Carpenter
Samsung in talks to invest in Mistral at €20B valuation
Article URL: https://www.ft.com/content/67a5d255-c6e9-4269-b8a0-3105db69c1ec
Comments URL: https://news.ycombinator.com/item?id=49002170
Points: 3
# Comments: 0
Original Apollo 11 Guidance Computer source code for command and lunar modules
Article URL: https://github.com/chrislgarry/Apollo-11
Comments URL: https://news.ycombinator.com/item?id=49002166
Points: 5
# Comments: 0
App vs. Website: Why Apps Feel Smoother Than Sites
Article URL: https://lazerg.uz/en/blog/ilova-va-sayt-tezlik-farqi
Comments URL: https://news.ycombinator.com/item?id=49002162
Points: 2
# Comments: 0
Human-Centered Change and Innovation
Article URL: https://bradenkelley.com/2026/06/mechanistic-interpretability-ai-trust/
Comments URL: https://news.ycombinator.com/item?id=49002154
Points: 2
# Comments: 0
News Corp accuses search engine Brave of AI copyright infringement
Article URL: https://www.semafor.com/article/07/21/2026/newscorp-accuses-search-engine-brave-of-ai-copyright-infringement
Comments URL: https://news.ycombinator.com/item?id=49002111
Points: 2
# Comments: 0
Study: Digital media may reshape people's willingness to invest cognitive effort
Article URL: https://cs.ut.ee/en/news/digital-media-may-reshape-peoples-willingness-invest-cognitive-effort
Comments URL: https://news.ycombinator.com/item?id=49002076
Points: 2
# Comments: 0
How Anthropic runs large-scale code migrations with Claude Code
Article URL: https://twitter.com/ClaudeDevs/status/2079654423828304282
Comments URL: https://news.ycombinator.com/item?id=49002073
Points: 3
# Comments: 1
India's Cockroach movement protesters show no sign of backing down
Article URL: https://www.theguardian.com/world/2026/jul/21/india-cockroach-movement-protesters-delhi
Comments URL: https://news.ycombinator.com/item?id=49002052
Points: 3
# Comments: 0
Show HN: Public-safe skin packs for the Codex desktop app
Article URL: https://codex-theme-gallery.howardhua.chatgpt.site/codex-skin-pack-installer
Comments URL: https://news.ycombinator.com/item?id=49002037
Points: 2
# Comments: 0
LanguageTool Joins Learneo
Article URL: https://forum.languagetool.org/t/languagetool-joins-learneo/8865
Comments URL: https://news.ycombinator.com/item?id=49002032
Points: 2
# Comments: 1
