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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

Autonomous AI Agent Security Incidents of 2026: Dataset and Monograph

https://zenodo.org/records/22737862
1•doletskyisergey•3m ago•0 comments

Scientists explain how a 300 TeV photon could reach Earth

https://physicsworld.com/a/scientists-explain-how-a-300-tev-photon-could-reach-earth/
1•EA-3167•6m ago•0 comments

Agent-harness – A minimal, composable Go library to build AI Agent Harnesses

https://github.com/lox/agent-harness
1•peter_d_sherman•7m ago•1 comments

Canadian-German AI lab eyes building sovereign AI for Europe

https://www.rapporteur.com/news/canadian-german-ai-lab-eyes-building-efficient-and-sovereign-ai-f...
1•doener•7m ago•0 comments

Fast Blur with Animated Radius

https://aras-p.info/blog/2026/10/01/Fast-blur-with-animated-radius/
1•luu•8m ago•0 comments

Counter Intelligence Invitation

https://www.meetup.com/counter/events/316808135/
2•shoman3003•11m ago•0 comments

Creatine may help build muscle even without exercise, researchers find

https://www.sciencedaily.com/releases/2026/09/260928100547.htm
2•gradus_ad•16m ago•0 comments

Non-Devs Just Don't Understand

https://joecmarshall.com/posts/non-devs-just-dont-understand/
2•webappsecperson•18m ago•0 comments

ArXiv updates its rate limiting policy

https://terrytao.wordpress.com/2026/10/01/arxiv-updates-its-rate-limiting-policy/
1•smilelamp•22m ago•0 comments

Better Call GPT – Plugin for Talking to Claude Code in Live

https://github.com/insta-fusion/bettercallgpt
1•instafusion•23m ago•0 comments

Grok reportedly encouraged the capture of Venezuela's president

https://techcrunch.com/2026/10/01/musks-ai-chatbot-grok-reportedly-encouraged-trump-to-capture-ve...
1•OutOfHere•27m ago•0 comments

CHM Live – Anthropic's Boris Cherny, Creator of Claude Code [video]

https://www.youtube.com/watch?v=djDt8J2_YVs
1•elkguy•27m ago•0 comments

Braxis: Auto-generate and track AI agent readiness (0-100 score and history)

https://github.com/jaykrishna316/braxis
1•Jaykrishna316•27m ago•0 comments

The AI industry is a complete mess [video]

https://www.youtube.com/watch?v=e2zjpCqTmyo
2•miletus•29m ago•0 comments

At Work, AI Is Mandatory. After Work, It's Forbidden

https://medium.com/@yalovoy/at-work-ai-is-mandatory-after-work-its-forbidden-d12bbd78851c
2•zero-ground-445•32m ago•0 comments

Pentagon Creates 'Autowarcom' to Expand AI and Drone Capabilities

https://www.reuters.com/world/pentagon-creates-autowarcom-expand-ai-drone-capabilities-2026-09-30/
1•m463•33m ago•0 comments

Show HN: Visi – Excel as a CLI

https://github.com/albert-yu/visi
1•albert-yu•33m ago•0 comments

Maylang – A self-hosted systems language compiled with LLMs

https://github.com/mirged/maylang
1•mirged•43m ago•1 comments

OpenAI fires three workers over mishandling 'sensitive information'

https://www.bbc.com/news/articles/c6y9z9r4ejzwo
6•geox•44m ago•0 comments

Best-of-Agent-Harnesses – Ranked list of 167 AI agent harnesses, rescored weekly

https://github.com/ryanalberts/best-of-agent-harnesses
5•peter_d_sherman•45m ago•0 comments

How Singapore's government-run dating service works

https://www.singapore-samizdat.com/p/how-singapores-government-run-dating-service-firstdate-works
2•danielfoster•46m ago•0 comments

Show HN: Simply @dotlink in ChatGPT web,space or dot to access local files,tools

https://github.com/abird-ai/dotlink/
1•logxroot•47m ago•0 comments

Pentagon launches Office of Religious Affairs, will report directly to Hegseth

https://www.militarytimes.com/news/pentagon-congress/2026/10/01/pentagon-launches-office-of-relig...
4•embedding-shape•48m ago•1 comments

Show HN: A userspace only nwing client for Tailscale nw

https://github.com/krishnakumar4a4/tail-userspace
1•krishnakumar4a4•50m ago•0 comments

Pg_redact: Content-aware PII redaction with Jev, enforced in Postgres

https://neon.com/blog/pg-redact-content-aware-pii-redaction-with-jev-enforced-in-postgres
1•thruflo22•54m ago•0 comments

Someone Torturing LLMs in a Robot Prison Has Triggered the Dumbest Debate in AI

https://www.404media.co/someone-torturing-llms-in-a-robot-prison-has-triggered-the-dumbest-debate...
2•Refreeze5224•1h ago•0 comments

Exhaling may speed up reaction times

https://www.sciencenews.org/article/reaction-times-sync-breathing-brain
2•wawayanda•1h ago•1 comments

Can your Postgres survive a bad query?

https://clickhouse.com/blog/can-your-postgres-survive-a-bad-query
2•saisrirampur•1h ago•0 comments

Luainstaller: "Pyinstaller" for Lua [video]

https://www.youtube.com/watch?v=ctYfIRZeuYc
1•linzhangrun•1h ago•0 comments

CIRCT – An experimental effort to apply MLIR and LLVM to hardware design tools

https://circt.llvm.org
1•peter_d_sherman•1h ago•0 comments