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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

Show HN: Plaidify – Give AI agents access to any login-protected website

https://github.com/meetpandya27/plaidify
1•meetpandya99•2m ago•0 comments

How Kernel Anti-Cheats Work: A Deep Dive into Modern Game Protection

https://s4dbrd.github.io/posts/how-kernel-anti-cheats-work/
1•davikr•3m ago•0 comments

Dear Aliens – a writing contest for humans

https://www.dearaliens.net/
2•Curiositry•6m ago•0 comments

Outrider alpha: a flexible LLM toolkit in one file

https://kyefox.com/outrider-alpha-a-flexible-llm-toolkit-in-one-file/
1•Kye•8m ago•0 comments

Show HN: RunCycles – pre-execution budget enforcement for autonomous agents

https://github.com/runcycles/cycles-runaway-demo
1•amavashev•9m ago•0 comments

FCC chairman threatens TV broadcast licenses over news coverage

https://fortune.com/2026/03/14/fcc-brendan-carr-tv-broadcast-licenses-news-coverage-us-war-iran-t...
3•geox•9m ago•1 comments

He Earns $1k a Job–and He's a Car Dealer's Worst Nightmare

https://www.wsj.com/business/autos/tomi-mikula-youtube-car-buying-negotiations-4a4c3d63
2•petethomas•10m ago•0 comments

Show HN: Pathr – Right-click any folder in Explorer to add it to PATH

https://github.com/w3Abhishek/pathr
1•w3abhishek•10m ago•0 comments

Show HN: Wikigen – Generate GitHub Wiki from Source Code Using Claude Code

https://github.com/tomohiro-owada/wikigen
1•abalol•12m ago•0 comments

Docker Does Not Guarantee Reproducibility

https://arxiv.org/abs/2601.12811
1•lr0•13m ago•0 comments

Tech boss uses AI and ChatGPT to create cancer vaccine for his dying dog

https://www.theaustralian.com.au/business/technology/tech-boss-uses-ai-and-chatgpt-to-create-canc...
2•dataminer•13m ago•1 comments

Still Choose Boring Technology

https://jonathannen.com/choose-boring-technology/
2•jwilliams•13m ago•0 comments

AI's Music Taste

https://abidsikder.pages.dev/blog/2026-03-14-ai-music-taste/
3•caaaadr•21m ago•1 comments

Chile's Free Market Miracle Survived a Resurgent Left

https://reason.com/2026/03/13/how-chiles-free-market-miracle-survived-a-resurgent-left/
1•matthest•22m ago•0 comments

APSW in Colour (Async) – Another Python SQLite Wrapper

https://www.rogerbinns.com/blog/async-apsw.html
1•fowl2•27m ago•0 comments

Doomporn

https://alearningaday.blog/2026/03/14/doomporn/
2•herbertl•28m ago•2 comments

UK Society of Authors launches logo to identify books written by humans not AI

https://www.theguardian.com/technology/2026/mar/10/uk-society-authors-logo-identify-books-written...
2•throwaway81523•32m ago•0 comments

Popular Mechanics Magazine – March 1911

https://archive.org/details/bub_gb_At4DAAAAMBAJ
1•water_badger•36m ago•0 comments

Show HN: Joy – Trust Network for AI Agents to Verify Each Other

https://choosejoy.com.au
1•savvyllm•39m ago•0 comments

AI Policy

https://dbushell.com/ai/
2•teddyh•40m ago•0 comments

Researchers improve lower bounds for some Ramsey numbers using AlphaEvolve

https://arxiv.org/abs/2603.09172
2•1024core•41m ago•0 comments

Show HN: Structural analysis of the D'Agapeyeff cipher (1939)

https://msgtrail.com/posts/unmasking-the-dagapeyeff-cipher-a-multi-faceted-architecture
3•evaneykelen•43m ago•0 comments

Don't blunder: better chess puzzles

https://blunder.clinic
1•samwho•45m ago•1 comments

300 Hours into the Iran Internet Blackout

https://www.instagram.com/p/DVzxEXtjbt9/
2•ukblewis•49m ago•0 comments

Israel is running critically low on interceptors, US officials say

https://www.semafor.com/article/03/14/2026/israel-is-running-critically-low-on-interceptors-us-of...
10•inaros•49m ago•0 comments

Tehran Hijacked AI

https://www.dailymail.co.uk/debate/article-15640991/ChatGPT-Islamic-terrorist-propaganda.html
3•nailer•53m ago•1 comments

SBCL Fibers – Lightweight Cooperative Threads

https://atgreen.github.io/repl-yell/posts/sbcl-fibers/
3•anonzzzies•55m ago•0 comments

Show HN: Rewire – Stream ROS 2 topics to Rerun with no ROS 2 runtime required

https://rewire.run
1•alvgaona•55m ago•0 comments

Show HN: Recon – A tmux-native dashboard for managing Claude Code

https://github.com/gavraz/recon
1•gavra•57m ago•0 comments

What, exactly, is space‑time? (2025)

https://theconversation.com/what-exactly-is-space-time-259630
2•hhs•58m ago•0 comments