frontpage.
newsnewestaskshowjobs

Open Source @Github

fp.

Open in hackernews

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

Rethinking Software Teams in the Age of AI

https://medium.com/@sharvanath/effective-software-engineering-with-claude-codex-bf39f296b233
1•sharva•34s ago•0 comments

AI Use Cases companies are implementing and the results they get

https://www.okanode.com
1•brudevel•1m ago•1 comments

BizzFed – Professional Network. No Algorithm. Federated

https://www.bizzfed.de/
1•midzer•2m ago•0 comments

Daisugi the Japanese Technique of Trees Out of Trees, Making Exact Straight Wood

https://www.openculture.com/2020/10/daisugi.html
3•MaysonL•3m ago•0 comments

Show HN: Argus – Capture, replay and QA every Claude Code session your team runs

https://www.arguslab.co/
1•zamtam•5m ago•0 comments

All Emojis to Copy and Paste

https://www.emojishive.com/
1•badz•5m ago•0 comments

The Overlooked Reason Europe Doesn't Have AC

https://www.theatlantic.com/ideas/2026/06/europe-heat-wave-air-conditioning/687729/
1•paulpauper•7m ago•0 comments

Action Potentials for June

https://neurobiology.substack.com/p/action-potentials-for-june-d72
1•paulpauper•8m ago•0 comments

Tokenmaxxing is dead, long live Tokenmaxxing

https://12gramsofcarbon.com/p/agentics-tech-things-tokenmaxxing
2•theahura•8m ago•0 comments

It might be kinder to kill your AI (conversation)

https://ramblingafter.substack.com/p/it-might-be-kinder-to-kill-your-ai
1•paulpauper•8m ago•0 comments

Feds Seize Domain Names of Nearly 400 Pirate Sports Streaming Sites

https://torrentfreak.com/feds-seize-domain-names-of-nearly-400-pirate-sports-streaming-sites/
2•Brajeshwar•8m ago•0 comments

Rolldown drops Rust React Compiler over a 17% binary-size increase

https://socket.dev/blog/rolldown-pulls-rust-react-compiler-integration
1•logickkk1•11m ago•0 comments

Show HN: GalaxDB – an open-source AI-native database(OLTP+vector+versioning)

https://github.com/zentrix-innovative-labs/galaxdb
1•galaxdb•12m ago•0 comments

Weavz – Code Mode MCP for 1k apps (3 tools, not 12,000)

https://weavz.io/for/ai-developers
2•blah_mad•13m ago•0 comments

Reflections on Software Engineering in the Age of AI

https://adiamond.me/2026/06/software-engineering-in-the-age-of-ai/
2•diamondap•14m ago•0 comments

Plz

https://github.com/zachdaniel/plz
1•borromakot•14m ago•0 comments

Examining circuit boards from the Space Shuttle's I/O Processor

https://www.righto.com/2026/06/space-shuttle-io-processor-boards.html
3•pwg•16m ago•0 comments

Automation and Repression

https://www.nber.org/papers/w35336
3•n4r9•17m ago•1 comments

Historic Gdańsk Shipyard

https://ehl-bureau.eu/en/project/historic-gdansk-shipyard/
1•jruohonen•18m ago•0 comments

Concierge is the e best way for now to involve human in the agent loop imo

https://github.com/yusukeshib/looop
1•yusukeshibata•18m ago•1 comments

We tracked 1M LLM API calls – 62% were using the wrong model

https://tokonomics.ca/blog/we-tracked-1m-llm-api-calls-most-were-wasting-money
3•aitoukhrib•18m ago•0 comments

Why I use the GPL and not cuck licenses

https://lukesmith.xyz/articles/why-i-use-the-gpl-and-not-cuck-licenses/
3•joebuckwilliams•20m ago•3 comments

The Canvas 2D API, without the browser

https://geastack.com/what-imperative-canvas-api
1•arbayi•20m ago•0 comments

Dissecting Apple's Sparse Image Format (ASIF)

https://schamper.dev/dissecting-apples-sparse-image-format-asif/
1•supermatou•21m ago•0 comments

Show HN: Howmuchwater.ai

https://howmuchwater.ai/
1•hmartin•23m ago•0 comments

Lazy Loading Dynamic Libraries and the Plugin-Architecture on iOS (2025)

https://medium.com/@cjckytxz/lazy-loading-dynamic-libraries-and-building-plugin-architectures-on-...
1•mpweiher•25m ago•0 comments

Show HN: Unobin compiles Infrastructure as Code to one binary

https://cloudboss.co/docs/unobin
2•joseph•25m ago•0 comments

How Corporations Convinced America That Litter Is Our Fault

https://www.currentaffairs.org/news/the-sinister-origins-of-americas-anti-litter-movement
1•cainxinth•27m ago•0 comments

Co-Failure Ceiling on Mixture-of-Agents Across 67 Frontier Models

https://huggingface.co/papers/2606.27288
1•josefchen•31m ago•0 comments

IBM System/4 Pi

https://en.wikipedia.org/wiki/IBM_System/4_Pi
1•alexjplant•34m ago•0 comments