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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•1y ago

Comments

anuragdt•1y 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•1y 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•1y 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

New Jersey launches procurement process for new nuclear

https://world-nuclear-news.org/articles/new-jersey-launches-procurement-process-for-new-nuclear
1•geox•36s ago•0 comments

The Colorado River's 2 biggest reservoirs just hit a new record low

https://www.sltrib.com/news/environment/2026/07/17/combined-storage-lake-powell-lake/
1•toomuchtodo•1m ago•1 comments

Mincdp – Give Claude eyes and hands in a browser, in ~410 lines of C

https://github.com/Anode1/mincdp
1•siberean•2m ago•0 comments

What lawyers can do for AI safety

https://martinsays.substack.com/p/what-lawyers-can-do-for-ai-safety
1•mrmarmac•3m ago•0 comments

MecoScribe: FOSS Local Audio Transcription for macOS with Speaker Detection

https://github.com/HeyMeco/MecoScribe
1•HeyMeco•3m ago•1 comments

Trump Set Fire to America's Election Defenses. Now He's Pointing at the Smoke

https://weaponizedspaces.substack.com/p/trump-set-fire-to-americas-election
2•rbanffy•4m ago•0 comments

Don't remove the bottlenecks, rather upgrade them

https://shrsv.hexmos.com/post/don%27t-remove-the-bottlenecks,-rather-upgrade-them
2•atomicnature•5m ago•0 comments

I'm shutting down my AI SaaS – Post Mortem

https://johnathanward.com/im-shutting-down-content-goblin-a-post-mortem/
2•johnward•10m ago•0 comments

How to properly build a credit ledger

https://useautumn.com/blog/ai-billing-infrastructure
2•ayushrodrigues•11m ago•0 comments

The Archaeologist's Copilot

https://martinfowler.com/articles/archaeologist-copilot.html
1•Jimmc414•11m ago•0 comments

Redis cuts 200 jobs, CEO Rowan Trollope

https://redis.io/blog/ceo-rowan-trollopes-organizational-announcement-to-redis-employees/
2•msolujic•11m ago•0 comments

If I have a US passport, do I need another ID to enter the US?

https://papersplease.org/wp/2026/06/01/if-i-have-a-us-passport-do-i-need-another-id-to-enter-the-us/
2•Jimmc414•13m ago•0 comments

Australian Data Centres forced to generate more power than they use

https://www.afr.com/technology/albanese-hits-data-centres-with-grid-mandate-in-major-ai-pivot-202...
3•root-parent•13m ago•0 comments

Costco Is the Anti-Amazon and It's Thriving

https://thewalrus.ca/costco-is-the-anti-amazon-and-its-thriving/
4•throw0101a•13m ago•0 comments

Show HN: Rockspector, a Visualizer for RocksDB

https://github.com/RaisinTen/rockspector
1•raisin10•13m ago•0 comments

Watchface

https://watchface.netlify.app/
1•duck•14m ago•0 comments

Atomically Thin Materials Significantly Shrink Qubits

https://spectrum.ieee.org/2d-hbn-qubit
1•Jimmc414•14m ago•0 comments

The Word "Hide" Is Now a Legal Question

https://blog.ppb1701.com/the-word-hide-is-now-a-legal-question
3•speckx•15m ago•0 comments

I have built a supervision and Orchestration layer for Claude Code and other CLI

https://cli.agentproto.sh
1•agentik•15m ago•2 comments

Security incident disclosure – July 2026

https://huggingface.co/blog/security-incident-july-2026
3•bsilvereagle•16m ago•0 comments

Does the human brain actually produce DMT or is it a myth? [video]

https://www.youtube.com/watch?v=ZU9t9ZCPUhw
2•binyu•17m ago•0 comments

Evolving Spec-Driven Development: Conductor Now Supports Antigravity

https://developers.googleblog.com/evolving-spec-driven-development-conductor-now-supports-antigra...
2•simonpure•17m ago•0 comments

Ask HN: What Are You Working On? (July 2026)

1•nandi19k•17m ago•0 comments

Golang's Big Miss on Memory Arenas

https://www.andrewvittiglio.com/thoughts/go-killed-arenas
2•synergy20•18m ago•0 comments

Building an Arch Linux Aarch64 Port for Holo Core

https://www.collabora.com/news-and-blog/news-and-events/building-an-arch-linux-aarch64-port-for-h...
2•losgehts•19m ago•0 comments

How the Watch Dogs Games Mirrored and Predicted Real-World Digital Rights Issues

https://www.eff.org/deeplinks/2026/07/how-watch-dogs-video-game-series-mirrored-and-predicted-rea...
1•hn_acker•19m ago•1 comments

Cloudflare is dropping POST bodies for a large share of our traffic

https://www.cloudflarestatus.com
2•taylorhughes•20m ago•1 comments

North Korean campaign uses fake coding interviews to steal developer credentials

https://www.elastic.co/security-labs/contagious-interview-malware-svg-steganography
1•speckx•21m ago•0 comments

Play ambient background sounds on Mac

https://support.apple.com/guide/mac-help/play-background-sounds-mchl3061cdc6/mac
1•gregsadetsky•21m ago•0 comments

RSS on Mastodon and the Fediverse

https://fedi.tips/following-mastodon-and-fediverse-accounts-through-rss/
2•doener•23m ago•0 comments