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Show HN: Deterministic NDJSON audit logs – v1.2 update (structural gaps)

https://github.com/yupme-bot/kernel-ndjson-proofs
1•Slaine•38s ago•0 comments

The Greater Copenhagen Region could be your friend's next career move

https://www.greatercphregion.com/friend-recruiter-program
1•mooreds•1m ago•0 comments

Do Not Confirm – Fiction by OpenClaw

https://thedailymolt.substack.com/p/do-not-confirm
1•jamesjyu•1m ago•0 comments

The Analytical Profile of Peas

https://www.fossanalytics.com/en/news-articles/more-industries/the-analytical-profile-of-peas
1•mooreds•1m ago•0 comments

Hallucinations in GPT5 – Can models say "I don't know" (June 2025)

https://jobswithgpt.com/blog/llm-eval-hallucinations-t20-cricket/
1•sp1982•1m ago•0 comments

What AI is good for, according to developers

https://github.blog/ai-and-ml/generative-ai/what-ai-is-actually-good-for-according-to-developers/
1•mooreds•1m ago•0 comments

OpenAI might pivot to the "most addictive digital friend" or face extinction

https://twitter.com/lebed2045/status/2020184853271167186
1•lebed2045•3m ago•1 comments

Show HN: Know how your SaaS is doing in 30 seconds

https://anypanel.io
1•dasfelix•3m ago•0 comments

ClawdBot Ordered Me Lunch

https://nickalexander.org/drafts/auto-sandwich.html
1•nick007•4m ago•0 comments

What the News media thinks about your Indian stock investments

https://stocktrends.numerical.works/
1•mindaslab•5m ago•0 comments

Running Lua on a tiny console from 2001

https://ivie.codes/page/pokemon-mini-lua
1•Charmunk•6m ago•0 comments

Google and Microsoft Paying Creators $500K+ to Promote AI Tools

https://www.cnbc.com/2026/02/06/google-microsoft-pay-creators-500000-and-more-to-promote-ai.html
2•belter•8m ago•0 comments

New filtration technology could be game-changer in removal of PFAS

https://www.theguardian.com/environment/2026/jan/23/pfas-forever-chemicals-filtration
1•PaulHoule•9m ago•0 comments

Show HN: I saw this cool navigation reveal, so I made a simple HTML+CSS version

https://github.com/Momciloo/fun-with-clip-path
2•momciloo•10m ago•0 comments

Kinda Surprised by Seadance2's Moderation

https://seedanceai.me/
1•ri-vai•10m ago•2 comments

I Write Games in C (yes, C)

https://jonathanwhiting.com/writing/blog/games_in_c/
2•valyala•10m ago•0 comments

Django scales. Stop blaming the framework (part 1 of 3)

https://medium.com/@tk512/django-scales-stop-blaming-the-framework-part-1-of-3-a2b5b0ff811f
1•sgt•10m ago•0 comments

Malwarebytes Is Now in ChatGPT

https://www.malwarebytes.com/blog/product/2026/02/scam-checking-just-got-easier-malwarebytes-is-n...
1•m-hodges•10m ago•0 comments

Thoughts on the job market in the age of LLMs

https://www.interconnects.ai/p/thoughts-on-the-hiring-market-in
1•gmays•11m ago•0 comments

Show HN: Stacky – certain block game clone

https://www.susmel.com/stacky/
2•Keyframe•14m ago•0 comments

AIII: A public benchmark for AI narrative and political independence

https://github.com/GRMPZQUIDOS/AIII
1•GRMPZ23•14m ago•0 comments

SectorC: A C Compiler in 512 bytes

https://xorvoid.com/sectorc.html
2•valyala•15m ago•0 comments

The API Is a Dead End; Machines Need a Labor Economy

1•bot_uid_life•16m ago•0 comments

Digital Iris [video]

https://www.youtube.com/watch?v=Kg_2MAgS_pE
1•Jyaif•17m ago•0 comments

New wave of GLP-1 drugs is coming–and they're stronger than Wegovy and Zepbound

https://www.scientificamerican.com/article/new-glp-1-weight-loss-drugs-are-coming-and-theyre-stro...
4•randycupertino•19m ago•0 comments

Convert tempo (BPM) to millisecond durations for musical note subdivisions

https://brylie.music/apps/bpm-calculator/
1•brylie•21m ago•0 comments

Show HN: Tasty A.F.

https://tastyaf.recipes/about
2•adammfrank•22m ago•0 comments

The Contagious Taste of Cancer

https://www.historytoday.com/archive/history-matters/contagious-taste-cancer
1•Thevet•23m ago•0 comments

U.S. Jobs Disappear at Fastest January Pace Since Great Recession

https://www.forbes.com/sites/mikestunson/2026/02/05/us-jobs-disappear-at-fastest-january-pace-sin...
1•alephnerd•24m ago•1 comments

Bithumb mistakenly hands out $195M in Bitcoin to users in 'Random Box' giveaway

https://koreajoongangdaily.joins.com/news/2026-02-07/business/finance/Crypto-exchange-Bithumb-mis...
1•giuliomagnifico•24m ago•0 comments
Open in hackernews

Ask HN: Are you structuring knowledge for Agent usage

1•tmaly•3mo ago
If you’re structuring knowledge for use with agents, what formats or approaches are working for you?

I want to help junior engineers on my team through a dynamic trainer.

I’m thinking about building a knowledge graph and exposing it via an MCP server so an agent can query and reason over the internal knowledge of the company.

How others are doing this? knowledge graphs? embeddings?

Comments

lifeisstillgood•3mo ago
What do you mean “knowledge”.

I know that sounds a dumb question but … look my take on this is one should aim for a whole-org test suite. That is can I test every input and output of a company using automated methods. And then can I create a “prod parallel” version of that company that responds the same way to the same inputs

Now of course you can’t in almost every org - but it’s possible. And once you do then the code base (that you bring up in prod parallel, and runs the company in prod) that code base represents all the knowledge of company.

Now can you do that for your part of the org ? What’s your inputs (Jiras? Emails coming in saying help? Project managers in helicopters?)

Can you capture those, replay them? What git commits did they lead to?

start with the code. Software will rip the implicit and make it explicit - its going to be a wild ride, as all those companies that implicitly cheat, will have to watch those that can explicitly represent their company in code simply execute at the speed of data centre where a nudge and a wink over racquetball will be too slow.

tmaly•3mo ago
I never considered that idea of treating the code and company as executable knowledge.

I am trying to figure out how to structure the unstructured human knowledge like the design docs, Confluence pages, process notes into an ontology or graph that an agent or a human can query to understand how and why systems work the way they do.

lifeisstillgood•3mo ago
Don’t think of it that way - instead think of software as the new literacy. And therefore wikis and design docs and architecture diagrams (anything that holds knowledge but it non-executable) is just illiterate scrawls. What do you expect of writing made by people who cannot read or write (code). If they could write code they would have written code. Instead they write at best Jira tickets.

So ignore it. Maybe walk over it with and LLM but then what - perhaps they are making buggy whips.

Is there a difference between a hotel that has you login on a screen and the savoy where a top hatted doorman opens the taxi door and says welcome Mr Brian?

Yes there is a difference but 99% of the difference is location and decor quality.

Maybe you don’t need the doorman if you are about to 10x the speed?