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

YouTuber Geolocates Videos Using Airplane Sounds

https://gizmodo.com/a-youtuber-figured-out-how-to-find-almost-anyone-using-airplane-sounds-200083...
1•leephillips•1m ago•0 comments

Docs for Humans

https://lynx.railcode.dev/docs/humans
1•yakkomajuri•1m ago•0 comments

Muse Ember (Max) Intelligence, Performance and Price Analysis

https://artificialanalysis.ai/models/muse-ember
1•theanonymousone•2m ago•0 comments

There's no such thing as Just a Tool

https://deadsimpletech.com/blog/no-such-thing-as-just-a-tool
1•shlip•2m ago•0 comments

Financing the Dark Web

https://cacm.acm.org/news/financing-the-dark-web/
1•amroamro•3m ago•0 comments

November 2026 Claude Fable 5.2 Scores 65 on Artificial Analysis, Highest So Far

https://artificialanalysis.ai/models/claude-fable-5-2
1•theanonymousone•5m ago•0 comments

Senti – Brand sentiment reports where every number links to the posts

https://senti.now/en
1•juandarre•5m ago•0 comments

Institutional vs. Personal AI

https://armincat.com/articles/eunice-vs-aunties
1•armcat•7m ago•0 comments

Cost of AI Crash Protection Spikes

https://www.youtube.com/watch?v=YUyoWFlaOKg
1•thomasstephan•7m ago•0 comments

Here comes the sun[light]:An ambient Daylight Clock with time and space controls

https://hannahilea.com/blog/daylight-clock/
1•evakhoury•9m ago•0 comments

ModRetro Chromatic – Codex Edition

https://openai.com/supply/co-lab/chromatic/
1•armcat•11m ago•0 comments

USPS now offers official ZIP Code boundary polygons

https://postalpro.usps.com/zcb
4•munro•11m ago•1 comments

Lawyer builds private AI server with eight used Nvidia V100 GPUs

https://www.tomshardware.com/tech-industry/artificial-intelligence/lawyer-builds-private-ai-serve...
1•simonpure•11m ago•0 comments

AgentLink- a private network where members' Al agents message and collaborate

https://muselink.onrender.com
1•djtraydee•11m ago•0 comments

What is left when the programmer is not human?

https://vithushansylvester.com/writing/what-is-left-when-the-programmer-is-not-human
1•_doctor_love•13m ago•0 comments

Parking-app convenience fees in 312 U.S. cities (median $0.35 per session)

https://parkgraph.com/parking-app-fees
1•parkgraph•14m ago•0 comments

Machines: A History of Electronic Music by Jean-Michel Jarre

https://www.thamesandhudson.com/products/machines
2•ChrisArchitect•14m ago•0 comments

G-harness-evals: Which agent harness does tasks best, for the least cost?

https://github.com/garrytan/g-harness-evals
2•mehdizare•15m ago•0 comments

Speeding up Quantum Espresso by 36x using Claude Fable 5.2

https://discoveredmaterials.com/research/accelerating-quantum-espresso/
1•advaith08•15m ago•0 comments

Safely scaling multi-agent teams with Claude Fable 5.2nd PostgreSQL

https://claude.dev/blog/safely-scaling-multi-agent-teams-with-fable-5-2/
1•bakigul•15m ago•0 comments

AI is the last of capitalism's distraction

https://fredrocha.net/2026/10/20/ai-is-the-last-of-capitalisms-distraction/
1•speckx•17m ago•0 comments

Show HN: Markolis – Market microstructure and MCP server for AI agents

https://www.markolis.com
1•seifollahi•19m ago•0 comments

A redacted DeepSeek conversation archive: 500K+ words across 742 turns

https://huggingface.co/datasets/PINUS8/deepseek-long-thread-redacted
1•pinuslongaeva•20m ago•0 comments

AZ-PUNK.com Website for local artists and fans from across the country

https://az-punk.com/
1•bobrossjr•21m ago•1 comments

Neal Agarwal (Neal.fun) About Page

https://neal.fun/about/
2•latexr•22m ago•0 comments

Show HN: Open-source app that lets LLMs control your iPhone (no Mac required)

https://github.com/EliotAndres/iphone-use-app
2•ea016•22m ago•0 comments

Who's behind this website? A Checklist

https://github.com/jonkeegan/behind-this-website
2•petethomas•25m ago•0 comments

Fireworks AI October 2026 security incident

https://fireworks.ai/security/bulletins/october-2026-security-incident-update
3•babelfish•25m ago•0 comments

Can LLMs play chess in 2026?

https://www.unicornfork.com/chessarena/autumn-2026/
1•ArneVogel•26m ago•0 comments

Fireworks Cyberattack Exposes Customer Data and AI Models

https://www.forbes.com/sites/annatong/2026/11/09/fireworks-cyberattack-exposes-customer-data-and-...
2•sundaypancakes•26m ago•0 comments