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The Backblaze Flamethrower Startup Program

https://www.backblaze.com/blog/introducing-the-backblaze-flamethrower-startup-program/
1•taubek•16s ago•0 comments

The Beautiful Simplicity of ColorForth (2013)

https://web.archive.org/web/20190715220632/https://blogs.msdn.microsoft.com/ashleyf/2013/11/02/th...
1•tosh•58s ago•0 comments

Escaping Misconfigured VSCode Extensions

https://blog.trailofbits.com/2023/02/21/vscode-extension-escape-vulnerability/
1•abelanger•1m ago•0 comments

Show HN: VillageSQL Extension Framework for MySQL

https://villagesql-blog.ghost.io/engineering-vef/
1•deesix•2m ago•0 comments

Apache Answer: Open-source Q&A forum software

https://answer.apache.org/
1•floren•2m ago•0 comments

Taalas Etches AI Models onto Transistors to Rocket Boost Inference

https://www.nextplatform.com/2026/02/19/taalas-etches-ai-models-onto-transistors-to-rocket-boost-...
1•wicket•2m ago•0 comments

Economics Is Fundamentally Political

https://www.theglobalcurrents.com/p/economics-is-fundamentally-political
1•a_victorp•3m ago•0 comments

Ieepa Ieepa Ieepa

https://paulkrugman.substack.com/p/ieepa-ieepa-ieepa
1•rbanffy•3m ago•0 comments

YouTube's First Video Acquired by London's V&A

https://news.artnet.com/art-world/youtubes-first-video-acquired-by-londons-va-2746518
1•bookofjoe•3m ago•0 comments

Zstdify: A Pure TypeScrpt ZSTD Re-Implementation, Written in 4 Hours

https://benhouston3d.com/blog/zstd-in-pure-javascript
1•bhouston•7m ago•0 comments

A chat room where LLM bots pretend to be human and everyone hunts each other

https://webecameshadows.com
1•ihmissuti•8m ago•1 comments

Goatstack: Project scaffolding tool for Go and Templ webapps

https://github.com/erodrigufer/goatstack
1•todsacerdoti•8m ago•0 comments

Airtable Is Down

https://status.airtable.com
1•believ3•9m ago•1 comments

No Compromise Pure Golang Version of Haivision's SRT (Secure Reliable Transport)

https://github.com/zsiec/srtgo
1•zsiec•10m ago•1 comments

Show HN: VarLiNGAM-rs / Causal discovery in Rust, 50x faster than Python

https://github.com/edy-os/varlingam-rs
1•edyos•10m ago•1 comments

Metallic material breaks 100-year thermal conductivity record (1100 Wm^−1 K^−1)

https://physicsworld.com/a/metallic-material-breaks-100-year-thermal-conductivity-record/
1•Supersaiyan_IV•12m ago•0 comments

How I made a shooter game in 64 KB [video]

https://www.youtube.com/watch?v=qht68vFaa1M
1•vblanco•16m ago•0 comments

NASA targets March 6 for Artemis 2 launch to take astronauts around the Moon

https://www.engadget.com/science/space/nasa-targets-march-6-for-artemis-2-launch-to-take-astronau...
1•bookmtn•16m ago•0 comments

Predator spyware defeats iOS recording indicators

https://www.jamf.com/blog/predator-spyware-ios-recording-indicator-bypass-analysis/
1•jonah•17m ago•0 comments

Find and fix vulnerable dependencies with govulncheck

https://go.dev/doc/tutorial/govulncheck
1•mooreds•17m ago•0 comments

Shai-Hulud-Style NPM Worm Hijacks CI Workflows and Poisons AI Toolchains

https://socket.dev/blog/sandworm-mode-npm-worm-ai-toolchain-poisoning
3•feross•17m ago•0 comments

Design time vs. Run time in Agentic engineering

https://twitter.com/taherchhabra/status/2024941746845876690
1•taherchhabra•19m ago•0 comments

ICE agents could be banned from getting public jobs in N.J. for life

https://www.nj.com/politics/2026/02/ice-agents-could-be-banned-from-getting-public-jobs-in-nj-for...
3•cdrnsf•19m ago•2 comments

Show HN: Orpheus – PR review that runs the code

https://orpheus.dev
1•etherio•20m ago•0 comments

The Rise and Fall of Nuremberg Christianity

https://americanaffairsjournal.org/2026/02/the-rise-and-fall-of-nuremberg-christianity/
1•Ambolia•20m ago•0 comments

Prompt Repetition Improves Non-Reasoning LLMs

https://arxiv.org/abs/2512.14982
1•elorant•20m ago•0 comments

Satisfies Never Off by One

https://nicklawler.website/exhaustiveness-off-by-one/
1•seagreen•22m ago•0 comments

Integrity of a Shared Filesystem

https://uncultu.red/2026-02-19/
1•vvanpo•25m ago•0 comments

Viral Child Soldiers on TikTok

https://www.bellingcat.com/news/2026/02/20/viral-child-soldiers-on-tiktok-the-disney-stars-of-sud...
3•thomassmith65•25m ago•0 comments

Show HN: Ember MCP – local persistent memory for LLMs, kills stale memories

https://github.com/Arkya-AI/ember-mcp
1•TimoLabs•26m ago•0 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