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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

Gay men have long been rumored to run Silicon Valley. WIRED investigates

https://www.wired.com/story/inside-the-gay-tech-mafia/
1•helloplanets•37s ago•0 comments

How AI Is Rewiring Winemaking and Wine Collecting - Shirley M. Mueller M.D.

https://www.psychologytoday.com/us/blog/the-mind-of-a-collector/202602/how-ai-is-rewiring-winemak...
1•omkar-foss•4m ago•1 comments

GPU Rack Power Density, 2015–2025

https://syaala.com/blog/gpu-rack-density-timeline-2026
1•jaynamburi•6m ago•1 comments

Lessons from Building Claude Code: Prompt Caching Is Everything

https://twitter.com/trq212/status/2024574133011673516
1•tosh•8m ago•0 comments

The Whispering Earring by Scott Alexander

https://croissanthology.com/earring?
1•nvader•9m ago•0 comments

Show HN: CLI tool to analyze your Vector Embeddings!

https://github.com/dakshjain-1616/Embedding-Evaluator
1•gauravvij137•11m ago•1 comments

A Buried History – Wooden Water Mains [video]

https://www.youtube.com/watch?v=1fntV0c-fYE
1•thunderbong•13m ago•0 comments

Large banner featuring Trump's face is displayed on Justice Department HQ

https://apnews.com/article/donald-trump-banner-justice-department-pam-bondi-13f3d901c9bd6d179e206...
1•stopbulying•14m ago•2 comments

Paul Ford: 'The A.I. Disruption Has Arrived, and It Sure Is Fun'

https://www.nytimes.com/2026/02/18/opinion/ai-software.html
1•polyglotfacto•14m ago•1 comments

Gemini 3.1 Pro be like

https://twitter.com/Google/status/2024598510499426433
1•chvid•15m ago•0 comments

N64 Game-Engine and Editor using libdragon and tiny3d

https://github.com/HailToDodongo/pyrite64
1•jdboyd•18m ago•0 comments

Show HN: ESP32-S3 probe – a UART "flight recorder" with auto frame decoder

https://github.com/choihimchan/linkscope-bpu-uart-analyzer
1•octablock•19m ago•0 comments

Show HN: PhotoMeh – Repair cost estimates from photos – in under 60 seconds

https://photomeh.com
1•arturss•32m ago•1 comments

On Artificial Intelligence by Naval

https://www.youtube.com/watch?v=sXCKgEl9hBo
1•mottiden•33m ago•1 comments

The Electric Tipping Point – Electric Aircraft

https://cascadiannick.substack.com/p/the-electric-tipping-point-electric
1•xbmcuser•40m ago•1 comments

Show HN: Wc-template – create custom elements using template and link

https://github.com/mfcc64/wc-template
1•mfcc64•41m ago•0 comments

Show HN: Fostrom, an IoT Cloud Platform built for developers

https://fostrom.io/
3•arjunbajaj•41m ago•0 comments

Show HN: Photobomb – cards against humanity but for your camera roll

https://www.photobomb.online/
1•alhwyn•44m ago•0 comments

Real Life Superpowers

https://jarbus.net/blog/real-life-superpowers/
1•jarbus•45m ago•0 comments

Proof Assistants in the Age of AI

https://leodemoura.github.io/blog/2026/02/18/proof-assistants-in-the-age-of-ai.html
1•matt_d•47m ago•0 comments

Show HN: Syne – AI agent that remembers everything, built on PostgreSQL

2•riyogarta•51m ago•0 comments

Edgequake-litellm – Rust-backed drop-in replacement for LiteLLM (v0.1)

https://github.com/raphaelmansuy/edgequake-llm
2•raphaelmansuy•53m ago•1 comments

Show HN: An e-ink air traffic monitor built with Cloudflare Workers

https://github.com/Jay9185/Trmnl-Aviation-monitor
3•jerr12939•56m ago•0 comments

Show HN: Intentify – Point at your UI, describe a change, get a PR

https://intentify.dev/
2•slad•58m ago•0 comments

A Guide to Which AI to Use in the Agentic Era

https://www.oneusefulthing.org/p/a-guide-to-which-ai-to-use-in-the
2•vinhnx•1h ago•0 comments

Show HN: Sinkai – Let AI agents hire humans for real-world tasks

https://sinkai.tokyo/for-agents
2•tetubrah•1h ago•0 comments

Who moved my cheese? [pdf]

https://ia800305.us.archive.org/17/items/WhoMovedMyCheese_201604/Who%20Moved%20My%20Cheese.pdf
1•johnmw•1h ago•0 comments

Deceived – On Happiness

https://www.newsweek.com/macphersons-week-53-deceived-151417
1•milkcircle•1h ago•0 comments

Designing and Creating a Game Engine for Use in the Classroom [pdf]

https://airccse.org/journal/ijcgde/papers/1113cgdeij01.pdf
2•andsoitis•1h ago•0 comments

OpenAI and Paradigm Launches EVMbench to Test AIs on Smart Contract Security

https://timescrypto.com/cryptobuzz/ai-and-crypto/openai-paradigm-launches-evmbench-to-test-ai-cap...
1•Alan_Writer•1h ago•0 comments