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Show HN: API Testing and Security with AI

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

Comments

anuragdt•8mo 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•8mo 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•8mo 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

Heathrow Drops the Liquids Rule

https://flymag.com/heathrow-drops-the-liquids-rule-what-changes-at-lhr-and-how-close-the-u-s-real...
1•lxm•51s ago•0 comments

AI Content Disclosure for HTML

https://github.com/WICG/proposals/issues/261
1•nnx•7m ago•0 comments

Sepp Blatter suggests fans should not travel to US for World Cup

https://www.theguardian.com/football/2026/jan/26/sepp-blatter-suggests-fans-should-not-travel-to-...
2•KnuthIsGod•8m ago•1 comments

iOS 26.3 Adds Privacy Setting to Limit Carrier Location Tracking

https://www.macrumors.com/2026/01/26/ios-26-3-limit-precise-location/
2•dmmalam•13m ago•0 comments

Claude Code Ported LeelaChessZero CUDA Back End to ROCm: End of CUDA Moat

https://github.com/LeelaChessZero/lc0/pull/2375
1•CalChris•17m ago•0 comments

Agentic coding is accelerating app releases

https://www.coatue.com/c/takes/chart-of-the-day-2026-01-22
1•nl•17m ago•0 comments

Show HN: Free image-to-JSON converter (extract structured data from images)

https://imageat.com/image-to-json-convertor
1•incendies•23m ago•0 comments

I'm an apprentice electrician. I built this iOS app using only Claude

1•discovrapp•24m ago•2 comments

Russian Sandworm Hackers Blamed for Cyberattack on Polish Power Grid

https://www.securityweek.com/russian-sandworm-hackers-blamed-for-cyberattack-on-polish-power-grid/
1•Bender•27m ago•0 comments

The (digital) dynamic square: circular videos and other screen shape experiments

https://www.adamsebire.info/the-works/circular-videos-and-dynamic-squares-experimental-aspect-rat...
1•andsoitis•32m ago•0 comments

Show HN: An autopoietic agent forge for emergent, consensus-based AI ecosystems

https://github.com/jzkool/Aetherius-sGiftsToHumanity/blob/main/Architectural%20Software/Protogen_...
1•hiddenarchitect•34m ago•1 comments

Show HN: OneTaskAtATime – a focused todo list app made with Claude Code

https://github.com/cmdavis25/OneTaskAtATime
1•worksOnMyPC•34m ago•0 comments

AI Gains Starting to Show in the Real Economy

https://weightythoughts.com/p/ai-gains-starting-to-show-in-the
1•gmays•35m ago•0 comments

Show HN: An app that finds your perfect laptop in seconds (no affiliate agenda)

https://www.greatrecs.com/
1•unbuns•36m ago•0 comments

Realtime video model with SOTA quality

https://twitter.com/i/status/2015937856351440971
1•metarmeg•37m ago•0 comments

Musk's xAI datacenter generating extra electricity illegally, regulator rules

https://www.theguardian.com/technology/2026/jan/15/elon-musk-xai-datacenter-memphis
3•gnabgib•39m ago•0 comments

Low-cost system turns smartphones into emergency radiation detectors

https://www.hiroshima-u.ac.jp/en/news/95263
2•geox•40m ago•0 comments

Replacing the Launcher of a Chromecast with Google TV 4K

https://www.celsoazevedo.com/replace-launcher-chromecast-google-tv/
2•celsoazevedo•43m ago•0 comments

The central dogma of molecular biology (2011) [video]

https://www.youtube.com/watch?v=J3HVVi2k2No
2•measurablefunc•45m ago•0 comments

MCP Apps

https://www.theregister.com/2026/01/26/claude_mcp_apps_arrives/
1•gastonmorixe•48m ago•1 comments

Build and Maintain GOG Galaxy on Linux

https://www.gog.com/en/work/senior-software-engineer-c-gog-galaxy
4•haunter•55m ago•1 comments

AWS's inevitable destiny: becoming the next Lumen

https://www.theregister.com/2026/01/26/aws_destiny_lumen_corey_quinn/
2•ilamont•56m ago•0 comments

I Connected Clawdbot to Gmail Without Opening Any Ports

https://gist.github.com/jrork/c2e37e7bb3fd0e7a72041bc846feeb94
1•jrork•56m ago•0 comments

TikTokers are heading to UpScrolled following US takeover

https://www.theverge.com/news/867958/tiktok-upscrolled-app-us-takeover
5•cardamomo•57m ago•0 comments

Who Operates the Badbox 2.0 Botnet?

https://krebsonsecurity.com/2026/01/who-operates-the-badbox-2-0-botnet/
1•Bender•59m ago•0 comments

Tesla brings Cybertruck to Middle East amid US demand collapse

https://electrek.co/2026/01/26/tesla-brings-cybertruck-to-middle-east-amid-us-demand-collapse/
4•Bender•1h ago•0 comments

Week 2: EE 292P The Semiconductor Technology, Pt. 1

https://hnvr.medium.com/week-2-ee-292p-atoms-bits-and-the-national-interest-the-semiconductor-tec...
1•malchow•1h ago•0 comments

Yann LeCun: Current AI Is Dead End

https://www.nytimes.com/2026/01/26/technology/an-ai-pioneer-warns-the-tech-herd-is-marching-into-...
10•rooftopzen•1h ago•2 comments

Reddit lawyers win trademark battle over 'WallStreetBets'

https://finance.yahoo.com/news/reddit-lawyers-force-founder-redact-184500502.html
2•Fyrezerk•1h ago•2 comments

Sparse Mixture of Experts for Game AI: An Accidental Architecture

https://github.com/streamlineddesigns/Sparse-Mixture-of-Experts
2•ColorSwitchDev•1h ago•1 comments