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Data center developers asked Trump for an exemption from pollution rules

https://grist.org/regulation/these-data-center-developers-asked-trump-for-an-exemption-from-pollu...
3•billybuckwheat•1m ago•0 comments

Fry's Food and Drug

https://en.wikipedia.org/wiki/Fry%27s_Food_and_Drug
1•pinkmuffinere•4m ago•0 comments

Show HN: AgentPass – Identity layer for AI agents (passports, email, trust)

https://github.com/kai-agent-free/AgentPass
1•kai_agent•7m ago•0 comments

Agent context management: ephemeral vs. durable classification

https://sparkco.ai/infra
1•sparkco123•7m ago•1 comments

AI_ATTRIBUTION.md: A Standard for Tracking Creative Control in Human-AI Coding

https://ismethandzic.com/blog/ai_attribution_md/
1•blueblahblue•8m ago•0 comments

vLLM WideEP and Large-Scale Serving Toward Maturity on Blackwell (Part I)

https://blog.vllm.ai/2026/02/03/dsr1-gb200-part1.html
1•roody_wurlitzer•10m ago•0 comments

Webgrid Eval: LLM vision + tool-use on Neuralink's cursor control task

https://github.com/ofou/webgrid_eval
1•ofou•14m ago•0 comments

You Can't Buy a Data Center

https://timlig.com/posts/ai-supply-chain-crisis/
1•anujsharmax•15m ago•0 comments

I rebuilt Game Boy on web using 1 prompt and 5 parallel agents in 48 hours

https://github.com/s0s0s0/Browser_GBA_Emulator
1•chakmanli•16m ago•1 comments

SQL Has Problems. We Can Fix Them: Pipe Syntax in SQL [pdf]

https://storage.googleapis.com/gweb-research2023-media/pubtools/1004848.pdf
1•advisedwang•16m ago•0 comments

Built a Clone of Expedia but Better

https://travelwithsira.com
1•malwaregeeeek•16m ago•2 comments

Turing Completeness of GNU Find: From Mkdir-Assisted Loops to Standalone Comput

https://arxiv.org/abs/2602.20762
1•todsacerdoti•19m ago•0 comments

DataClaw: Publish your Claude Code chats to HuggingFace with a single command

https://github.com/peteromallet/dataclaw
1•woctordho•20m ago•1 comments

Hegseth threatens to blacklist Anthropic over AI-controlled weapons [video]

https://www.youtube.com/watch?v=KBF2GTTK1JU
1•stevenjgarner•21m ago•1 comments

The Eternal Promise: A History of Attempts to Eliminate Programmers

https://www.ivanturkovic.com/2026/01/22/history-software-simplification-cobol-ai-hype/
1•dinvlad•22m ago•0 comments

Cyclical Generative Mania – a satirical pharma site for an AI-induced condition

https://www.generativemania.com
1•darknoodle•24m ago•0 comments

Show HN: Reduction Blockprint Planner/Simulator

https://reduction-planner.hirson.xyz
1•gh5000•28m ago•0 comments

Spotify Announces the "Music-Streaming Urn"

https://newsroom.spotify.com/2026-02-24/liquid-death-eternal-playlist-urn/
2•firexcy•29m ago•1 comments

Anthropic accuses DeepSeek and other Chinese rivals of mass data theft

https://www.theguardian.com/technology/2026/feb/23/us-ai-anthropic-china
3•maxloh•30m ago•2 comments

Tech Firms Aren't Just Encouraging Their Workers to Use AI. They're Enforcing It

https://www.wsj.com/tech/ai/tech-firms-arent-just-encouraging-their-workers-to-use-ai-theyre-enfo...
8•1vuio0pswjnm7•37m ago•1 comments

Show HN: A free tool to turn your boring screenshots brutalist in seconds

https://neo.retroui.dev
2•devarifhossain•42m ago•0 comments

Monty's Gauntlet

https://tinkerdeck.com/projects/monty_hall_quiz
2•pcooper•45m ago•0 comments

How to give your AI real personality

https://medium.com/@empadev64/building-your-first-ai-persona-with-pythons-personaut-pdk-76ea45c04004
1•sarahoates•51m ago•0 comments

DeepSeek-v3.2 on GB300: Performance Breakthrough

https://blog.vllm.ai/2026/02/13/gb300-deepseek.html
1•roody_wurlitzer•52m ago•0 comments

Faaaah on Fail – VSCode Extension to Play "Faaaah" Sound on Test Failure

https://marketplace.visualstudio.com/items?itemName=Mastersam.faaaah-on-fail
1•vednig•52m ago•1 comments

Quotes from Moral Mazes (2019)

https://thezvi.wordpress.com/2019/05/30/quotes-from-moral-mazes/
1•Tomte•56m ago•0 comments

A Guide to Baker's Dozenal

https://tangerines.neocities.org/bakersdozenal
1•dmbche•57m ago•0 comments

GPT-5.3-Codex

https://openai.com/index/introducing-gpt-5-3-codex/?1
1•roody_wurlitzer•57m ago•0 comments

Oxfmt Beta

https://oxc.rs/blog/2026-02-24-oxfmt-beta
1•freddydumont•58m ago•0 comments

Anthropic Adds Caveat to AI Safety Policy in Race Against Rivals

https://www.bloomberg.com/news/articles/2026-02-25/anthropic-adds-caveat-to-ai-safety-policy-in-r...
2•KerrickStaley•1h ago•1 comments
Open in hackernews

Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•9mo ago

Comments

anuragdt•9mo ago
Generating tests is good, but how to handle the updating tests? Also how will you handle the flakiness and side effects of AI models?
siddhant_mohan•9mo ago
We handles flakiness with retries, smart waits, and isolation, while side effects are avoided using clean setups, teardowns, and state-safe mocks. Each tests scenarios are independent of each other and can be configured in a way to have prerequisite to setup the system and the post callback to cleanup the system

About updating test scenarios, we map it with your github commits and when a new commits come, we use the diff to figure out if tests failing are because of a bug or because of a new feature.

kshitijzeoauto•9mo ago
It claims to plug into your CI pipeline, detect what changed, and generate relevant test cases using LLMs.

As someone who’s struggled with stale or missing tests—especially in fast-moving codebases—I find this idea quite compelling. But I’m also curious about how it handles:

Contextual understanding across large codebases (e.g., multiple modules touched in a PR) Avoiding flaky or non-deterministic tests Matching team-specific coding styles or conventions