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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•10mo ago

Comments

anuragdt•10mo 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•10mo 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•10mo 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

What nearly broke you in your first year as CTO?

1•Cannonball2134•12s ago•0 comments

Zipp 2001 Restoration

https://robot-daycare.com/posts/zipp-2001-restoration-part-1/
1•o4c•1m ago•0 comments

Black Hat USA 2025 – Breaking Control Flow Integrity by Abusing Modern C++ [video]

https://www.youtube.com/watch?v=hxIPoi4ONNA
1•pjmlp•3m ago•0 comments

As US missiles leave South Korea, the Philippines asks: are we next?

https://www.scmp.com/week-asia/politics/article/3346226/us-missiles-leave-south-korea-philippines...
1•etiam•6m ago•0 comments

Show HN: AIWatermarkDetector: Detect AI Watermarks in text or code

https://github.com/ulrischa/AIWatermarkDetector
1•ulrischa•10m ago•1 comments

Whitehall can't cost digital ID until it decides how to build it

https://www.theregister.com/2026/03/11/digital_id_cost/
1•jjgreen•10m ago•0 comments

Meta Acquires Moltbook

https://arstechnica.com/ai/2026/03/meta-acquires-moltbook-the-ai-agent-social-network/
1•lnrd•10m ago•0 comments

The Anthropic Institute

https://www.anthropic.com/institute
1•pretext•12m ago•0 comments

The return-to-the-office trend backfires

https://thehill.com/opinion/technology/5775420-remote-first-productivity-growth/
2•PretzelFisch•13m ago•0 comments

Tensorlake

https://tensorlake.ai/
1•handfuloflight•15m ago•0 comments

Now I have a clear picture. Let me understand the issue

1•noduerme•15m ago•0 comments

I Need a Partner

1•justYooz•16m ago•0 comments

Ask HN: Which EU country would you recommend for setting up a startup?

1•stein1946•16m ago•0 comments

NextCell – a portable spreadsheet editor inspired by Excel 97

https://redata.dev/nextcell/
3•Suliman123•18m ago•1 comments

Show HN: TUI for SVN

https://lazysvn.sawirstudio.com/
1•sawirricardo•21m ago•0 comments

Agentic Risks

https://cloudberry.engineering/article/agentic-risks/
1•gbrindisi•22m ago•0 comments

Ask HN: Why does a black line appear on HN sometimes?

1•bheadmaster•28m ago•3 comments

Ask HN: How do you find joy in a world full of depressing news?

2•Razengan•30m ago•1 comments

Gpsjam GPS/GNSS Interference Map

https://gpsjam.org/
2•jonbaer•34m ago•0 comments

The Quantum Curtain

https://www.defenseone.com/ideas/2026/03/quantum-curtain/411967/
3•jonbaer•37m ago•0 comments

Stacksort

https://gkoberger.github.io/stacksort/
1•mihau•38m ago•0 comments

Mesh – remote mobile forensics and network monitoring

https://github.com/BARGHEST-ngo/MESH
1•0x0v1•38m ago•1 comments

MacBook Neo Review: Better Than You Think

https://www.youtube.com/watch?v=iGeXGdYE7UE
1•keepamovin•39m ago•0 comments

Encode/httpx: Closing off access

https://github.com/encode/httpx/discussions/3784
2•luismedel•39m ago•1 comments

A Kubernetes operator that orchestrates AI coding agents

https://medium.com/@bobbydeveaux/we-built-an-ai-that-plans-codes-reviews-and-ships-and-then-we-us...
2•bobbydeveaux•41m ago•1 comments

AI Agent Hacks McKinsey

https://codewall.ai/blog/how-we-hacked-mckinseys-ai-platform
3•mycroft_4221•42m ago•0 comments

Movies I Highly Recommend

https://github.com/ojhaugen15/12_movies
1•programmexxx•44m ago•0 comments

Richard Feynman's story illustrating the problem of p-hacking

https://twitter.com/SwipeWright/status/2031604331510690112
5•MrBuddyCasino•52m ago•0 comments

Glanceway – Collect RSS and custom plugin data in your macOS menu bar

https://glanceway.app
1•codytseng•52m ago•1 comments

Unbash: Fast 0-deps bash parser written in TypeScript

https://github.com/webpro-nl/unbash
1•mariuz•54m ago•0 comments