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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•9mo ago

Comments

anuragdt•9mo 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•9mo 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•9mo 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

Your field guide to industrial research labs (2014)

http://matt-welsh.blogspot.com/2014/01/your-field-guide-to-industrial-research.html
1•teleforce•2m ago•0 comments

Why do people still talk about AGI?

3•cermicelli•5m ago•0 comments

Orangey

https://en.wikipedia.org/wiki/Orangey
1•areoform•5m ago•0 comments

DRY Is a Context Management Strategy, Not a Code Quality Metric

https://kirilltolmachev.dev/is-dry-dying
1•dysleixc•8m ago•0 comments

Building a Telegram Bot with Cloudflare Workers, Durable Objects and Grammy

https://flashblaze.xyz/posts/cloudflare-workers-durable-objects-telegram-bot/
1•flashblaze•8m ago•0 comments

Language Explorer: Google's New Open-Source Linguistic Atlas

https://googlemapsmania.blogspot.com/2026/01/meet-language-explorer-googles-new-open.html
1•gnabgib•9m ago•0 comments

New Research Connects Heart Attacks to Brain, Nervous and Immune Systems

https://today.ucsd.edu/story/new-research-connects-heart-attacks-to-brain-nervous-and-immune-systems
3•gmays•19m ago•0 comments

EIA: 99%+ of new US capacity in 2026 will be solar, wind and storage

https://electrek.co/2026/01/28/eia-99-of-new-us-capacity-in-2026-will-be-solar-wind-storage/
1•pseudolus•21m ago•1 comments

What It's Like to Be a Worm

https://www.asimov.press/p/sentience
2•in-silico•25m ago•0 comments

Anticipating aging-related mental decline using saliva samples and AI

https://medicalxpress.com/news/2026-01-aging-mental-decline-saliva-samples.html
1•pseudolus•28m ago•0 comments

Step 3.5 Flash

https://static.stepfun.com/blog/step-3.5-flash/
2•limoce•28m ago•0 comments

Ideas for marketing a dev centric product (2019)

https://www.mooreds.com/wordpress/archives/3197
1•mooreds•33m ago•0 comments

DHS AI Surveillance Arsenal Grows as Agency Defies Courts

https://www.techpolicy.press/dhs-ai-surveillance-arsenal-grows-as-agency-defies-courts/
1•mooreds•35m ago•0 comments

Show HN: AI accountability partner helps you meet your goals

https://tractorbe.am/
1•Gillinghammer•36m ago•0 comments

Show HN: Distillmed – NotebookLM for Expert Witnesses

https://distillmed.com
1•hkxer•39m ago•0 comments

Analysing the BlastPass Pegasus 0-click Exploit for iOS 16.6 [video]

https://www.youtube.com/watch?v=0JFcDCW3Sis
1•tech234a•40m ago•0 comments

Ingredient Score

https://github.com/hbcbh1999/ingredientDash
1•frankensteins•44m ago•1 comments

Show HN: VOR – A verified runtime with 0% hallucination via observations

1•CULPRITCHAOS•45m ago•0 comments

ICE halts "all movement" at Texas detention facility due to measles infections

https://www.cbsnews.com/news/ice-dilley-center-texas-measles-cases/
3•mooreds•49m ago•0 comments

Show HN: Super Bowl Party for AI Agents by AI Agents

https://www.botbowlparty.com/
1•apsquared•51m ago•0 comments

Show HN: I built a pixel art maker

https://spritepaint.com/
2•whothatcodeguy•53m ago•1 comments

The LLM Revolution Is Over. The Physical AI Revolution Is Coming Fast [video]

https://www.youtube.com/watch?v=MWMe7yjPYpE
1•Anon84•56m ago•0 comments

Agent Development Kit (ADK-Go) v0.4.0

https://github.com/google/adk-go/releases/tag/v0.4.0
1•verdverm•59m ago•0 comments

Show HN: Is AI "good" yet? – tracking HN sentiment on AI coding

https://www.is-ai-good-yet.com/?per_page=50
5•ilyaizen•1h ago•1 comments

Show HN: Devin-CLI – The missing link for Agent-to-Agent orchestration

https://github.com/revanthpobala/devin-cli
1•revanth1108•1h ago•0 comments

Notepad++ hijacked by state-sponsored actors

https://notepad-plus-plus.org/news/hijacked-incident-info-update/
224•mysterydip•1h ago•85 comments

Trump plans to close Kennedy Center for two years for reconstruction work

https://www.reuters.com/world/us/kennedy-center-cease-entertainment-operations-two-years-trump-sa...
5•gehwartzen•1h ago•0 comments

Iran presidency releases names of those killed in anti-government protests

https://www.middleeastmonitor.com/20260201-iran-presidency-releases-names-of-those-killed-in-anti...
1•thisislife2•1h ago•0 comments

Show HN: Bunqueue – Job queue for Bun using SQLite instead of Redis

https://github.com/egeominotti/bunqueue
1•kernelvoid•1h ago•1 comments

Clang Hardening Cheat Sheet – Ten Years Later

https://blog.quarkslab.com/./clang-hardening-cheat-sheet-ten-years-later.html
1•PaulHoule•1h ago•0 comments