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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

Degoogling

https://iamvishnu.com/posts/degoogling
1•vishnuharidas•16s ago•0 comments

Inscryption made me nostalgic for retro card Games, so I made one

https://aracana.online/
1•D_ashe•3m ago•1 comments

Replacing Humans with AI Backfired [video]

https://www.youtube.com/watch?v=TYe9DSPuCaE
1•tartoran•3m ago•0 comments

Hinkley Point C nuclear power station costs rise to £48B

https://www.telegraph.co.uk/business/2026/02/20/hinkley-point-c-nuclear-power-station-costs-rise-...
1•doener•4m ago•0 comments

AI writes the code now. What's left for software engineers?

https://sfstandard.com/2026/02/19/ai-writes-code-now-s-left-software-engineers/
1•bentobean•5m ago•0 comments

The Subprime Compute Crisis

https://theosbornletter.substack.com/p/the-subprime-compute-crisis
1•HenryOsborn•10m ago•1 comments

Let's Build Recursive Language Models (Theory and Code) [video]

https://www.youtube.com/watch?v=nxaVvvrezbY
2•kburman•11m ago•0 comments

Show HN: Process Compose – I added embedded MCP server to process-compose

https://f1bonacc1.github.io/process-compose/blog/embedded-mcp-server-support-in-process-compose-v...
1•nimbus2000•11m ago•0 comments

Show HN: AI writes code – humans fix it

https://humansfix.ai
1•stasman•12m ago•0 comments

Show HN: Better Gateway – Fullfeature IDE and Terminal in OpenClaw Gateway

https://github.com/ThisIsJeron/openclaw-better-gateway
1•jeron•12m ago•0 comments

Show HN: Infinichess – Multiplayer Infinite Chessboard

https://infinichess.io
1•gregjw•13m ago•0 comments

Wayback Machine Director Pushes Back on AI Scraping Fears Driving Archive Blocks

https://blog.archive.org/2026/02/18/wayback-machine-director-pushes-back/
1•petethomas•13m ago•0 comments

Sleep‑aligned fasting improves key heart and blood‑sugar markers

https://medicalxpress.com/news/2026-02-sleepaligned-fasting-key-heart-bloodsugar.html
2•PaulHoule•13m ago•0 comments

Show HN: Scrib Desktop – Open-source AES-256 encrypted text editor for Windows

https://github.com/beeswaxpat/scrib-desktop
1•beeswaxpat•14m ago•1 comments

Tech Layoffs Are Not About AI: An Insider View from a Former Amazon Manager [video]

https://www.youtube.com/watch?v=uyCcgG4nm90
1•mgh2•14m ago•0 comments

With tariffs ruling, Supreme Court reasserts its power to check Trump

https://www.reuters.com/world/us/with-tariffs-ruling-supreme-court-reasserts-its-power-check-trum...
1•tartoran•16m ago•0 comments

I Shut Down My Bootstrapped Health AI Startup After 7 Years

https://glassboxmedicine.com/2026/02/21/why-i-shut-down-my-bootstrapped-health-ai-startup-after-7...
1•brandonb•16m ago•0 comments

mRNA SARS-CoV-2 vaccines: spike protein a contributor to cardiac cellular stress

https://www.frontiersin.org/journals/immunology/articles/10.3389/fimmu.2026.1635478/full
2•panny•17m ago•0 comments

David Beazley: An End to Week-Long Immersion Courses

https://buttondown.com/dabeaz/archive/an-end-to-week-long-immersion-courses/
1•kurinikku•25m ago•0 comments

Hemmi/Post 1460 Versalog (Sliderule emulator)

https://thingsabove.github.io/Sliderule-Simulator-with-Solver/react/hemmi_versalog.html
2•todsacerdoti•26m ago•0 comments

Pentagon and Energy Department airlifts nuclear reactor from California to Utah

https://www.pbs.org/newshour/nation/u-s-military-airlifts-small-reactor-for-the-first-time-as-tru...
1•ck2•26m ago•0 comments

NASA astronauts' moon mission delayed due to rocket issue

https://www.bbc.com/news/articles/c626v265zqlo
2•tartoran•28m ago•1 comments

The Problem with AI Agents Isn't Identity, It's Authorization

https://fusionauth.io/blog/ai-authorization
1•mooreds•29m ago•0 comments

Amazon blames human employees for an AI coding agent's mistake

https://www.theverge.com/ai-artificial-intelligence/882005/amazon-blames-human-employees-for-an-a...
6•mooreds•29m ago•2 comments

The 4th Factor

https://lifanzeng.com/the-4th-factor
1•LeafyLi•30m ago•0 comments

Forget Greenland: This Arctic NATO Island Has a Russian Presence

https://www.wsj.com/world/forget-greenland-this-arctic-nato-island-already-has-a-russian-presence...
1•malshe•31m ago•1 comments

OpenAI is Suddenly in Trouble? [video]

https://www.youtube.com/watch?v=-q2n5DkDoMQ
3•CHB0403085482•32m ago•0 comments

Applejak: Interpreter for a subset of K programming language for Super CHIP-8

https://internet-janitor.itch.io/applejak
1•tosh•36m ago•0 comments

Ask HN: What Matters Most in Tech? Awards, Media Praise, or Peer Respect

2•SoundsDebatable•38m ago•4 comments

Show HN: Dq – pipe-based CLI for querying CSV, JSON, Avro, and Parquet files

https://github.com/razeghi71/dq
1•razeghi71•38m ago•0 comments