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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

Starling – Managed-first .NET web browser engine, built from primitives

https://starlingbrowser.com
1•bj-rn•2m ago•0 comments

Show HN: NEP – Ethereum JSON-RPC transform that beats ZSTD by 12%

https://github.com/Louw115/nep-ethereum-compression
1•LBWasserman•8m ago•1 comments

The Future of Film May Just Be Old Movies (2024)

https://www.theringer.com/2024/10/23/movies/repertory-revival-cinema-old-movie-screenings-vidiots...
1•cocacola1•11m ago•0 comments

Thinking more about Netscape Time

https://thehistoryoftheweb.com/thinking-more-about-netscape-time/
1•Brajeshwar•14m ago•0 comments

The Stochastically K Shaped Job Market

https://www.williamangel.net/blog/2026/06/05/the-stochastically-k-shaped-engineering-job-market.html
1•datadrivenangel•22m ago•0 comments

Silicon Valley's Secretive, Orgiastic Dark Side (2018)

https://www.vanityfair.com/news/2018/01/brotopia-silicon-valley-secretive-orgiastic-inner-sanctum
2•mgh2•22m ago•0 comments

Getting silly with C, part and((int*)1)[-1]

https://lcamtuf.substack.com/p/getting-silly-with-c-part-and-int1
3•surprisetalk•23m ago•0 comments

Show HN: Backup Your Perplexity Research to Markdown and Obsidian

https://chatgpt2notion.com/products/perplexity-to-obsidian/
1•chatgpt2notion•35m ago•0 comments

Show HN: Zedra – Mobile control plane for AI coding agents

1•tanlethanh•36m ago•1 comments

Why is the HN crowd so anti-AI?

3•Ekami•37m ago•8 comments

Definitive guide for creating skill.md for your tools

https://docsalot.dev/blog/what-is-skill-md
1•fazkan•42m ago•0 comments

Agent-ML-skills – Teach Codex/Claude/Cursor to stop making ML mistakes

https://github.com/param087/agent-ml-skills
1•param087•47m ago•0 comments

Show HN: Apple Contacts MCP – Local AI Access to macOS Contacts

https://github.com/lu-wo/apple-contacts-mcp
1•luwo•47m ago•0 comments

Trump Signals Interest in US Owning Stakes in Top AI Labs

https://www.bloomberg.com/news/articles/2026-06-05/us-exploring-government-partnerships-with-ai-f...
3•grassfedgeek•54m ago•2 comments

A better go file/text sharing service with single binary, inspired by microbin

https://github.com/zaaack/go-bin
1•zaaack•55m ago•0 comments

Show HN: The Deterministic Core Architecture for AI-Augmented Applications

https://brandonbellsystems.com/deterministic-core/
1•Brandon_Bell•1h ago•0 comments

Something is jamming GPS over Europe. Here's what we found (Veritasium) [video]

https://www.youtube.com/watch?v=tz23G_UXCGA
3•kordlessagain•1h ago•1 comments

Show HN: Lite Agent redefines what an AI agent is

https://liteagent.cloud
2•cheikhshift•1h ago•0 comments

Show HN: Declank – Remove AI Watermarks from Images

https://declank.skeptrune.com/
1•skeptrune•1h ago•0 comments

Bernie Sanders: A.I. Is a Public Resource. You Should Own Half of It

https://www.nytimes.com/2026/06/01/opinion/artificial-intelligence-bernie-sanders.html
6•ankitr•1h ago•2 comments

SAT-Physical Thermodynamic Framework: treating constraints as a thermal system

https://github.com/alikamp/SAT_HARDNESS_P-NP
1•kauai1•1h ago•0 comments

Tinker Cookbook

https://github.com/thinking-machines-lab/tinker-cookbook
2•dima1830•1h ago•0 comments

Why sophrosyne, an ancient Greek virtue, matters more than ever in the age of AI

https://theconversation.com/why-sophrosyne-an-ancient-greek-virtue-matters-more-than-ever-in-the-...
3•1659447091•1h ago•0 comments

Rethinking the Value of Generated Tests for LLM Software Engineering Agents

https://arxiv.org/abs/2602.07900
1•zuzululu•1h ago•0 comments

Ask HN: Will your company be doing "LeetCode" interviews a year from now?

2•locusofself•1h ago•5 comments

Show HN: Incremental SfM pipeline that reconstructs 3D point clouds from images

https://github.com/egeozgul/Incremental-3D-Reconstruction-SfM/tree/main
1•egeozgul•1h ago•0 comments

Show HN: ABC Classic 100 Rankings visualised

https://classic100.gotski.workers.dev/
17•gotski•1h ago•11 comments

Some concerns about Ladybird's bylaws

https://tuananh.net/2026/06/06/ladybird-bylaws/
3•tuananh•1h ago•3 comments

Alzheimer's patient gets back speech, bladder control and memory in drug trial

https://nypost.com/2026/06/04/health/alzheimers-patient-recovers-speech-continence-and-memory-wit...
10•virgildotcodes•1h ago•2 comments

Google will pay SpaceX $920M per month for compute capacity

https://twitter.com/JackKuhr/status/2062975800488394777
8•bear_with_me•1h ago•2 comments