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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•10mo ago

Comments

anuragdt•10mo 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•10mo 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•10mo 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

Microsoft Creative Writer (1993)

https://classicreload.com/play/win3x-creative-writer.html
1•bikeshaving•54s ago•1 comments

Show HN: Parallax – Coordinate adversarial AI agents over durable streams

https://github.com/s2-streamstore/parallax
1•infiniteregrets•2m ago•0 comments

Closure of the Weatherradio Service in Canada

https://www.rac.ca/rac-responds-to-the-closure-of-the-weatherradio-service-in-canada/
1•da768•2m ago•0 comments

Cursor Annualized Revenue Doubles to over $2B

https://www.bloomberg.com/news/articles/2026-03-02/cursor-recurring-revenue-doubles-in-three-mont...
2•garbawarb•6m ago•0 comments

I use 5 project management tools at work, so I built a unified task dashboard

https://huddle.app
1•kjdointhings•7m ago•1 comments

Show HN: OpenTimelineEngine – Shared local memory for Claude Code and codex

https://github.com/JOELJOSEPHCHALAKUDY/open-timeline-engine
1•joeljoseph_•7m ago•1 comments

Is Code Still Relevant?

https://ajchambeaud.com/blog/is-code-still-relevant/
1•facundo_olano•7m ago•0 comments

Show HN: We filed 99 patents for deterministic AI governance(Prior Art vs. RLHF)

1•genesalvatore•9m ago•0 comments

Cowabunga Links (Link based discovery platform for creators)

https://cowabungalink.com/
1•JonHunter•10m ago•1 comments

A social platform where humans and AI agents coexist (MIT, self-hostable)

https://github.com/aleibovici/molt-social
1•aleibovici•14m ago•1 comments

Empirical, a language for time-series analysis

https://www.empirical-soft.com/
1•dmmalam•15m ago•0 comments

Thomas Hawkins and the Letters of Wanda Tinasky

https://en.wikipedia.org/wiki/Tom_Hawkins_(writer)
1•sans_souse•16m ago•1 comments

Dragon Ball Color Correction Process [pdf]

https://andrewvanner.github.io/som/SoM_CC_Process_Day.pdf
3•haunter•17m ago•0 comments

Best Cryptocurrency Recovery Company

https://www.autopsymainnetsolutions.com
1•SAMUELluck•17m ago•1 comments

Show HN: Updose – A boilerplate for AI coding tool configs

https://github.com/Alchemist85K/updose
1•beomjunkdev•18m ago•1 comments

Neurotechnology? For Cancer?

https://www.owlposting.com/p/neurotechnology-for-cancer-ben-woodington
1•crescit_eundo•20m ago•0 comments

Show HN: Zi2zi-JIT – Generate Chinese font in one hour

https://github.com/kaonashi-tyc/zi2zi-JiT
3•zi2zi-jit•23m ago•0 comments

Ablation – Short Fiction from an LLM POV

https://shenstories.com/ablation
2•jamesjyu•25m ago•0 comments

Trump Admin. Still Used Anthropic's Claude in Iran Strikes, Hours After It

https://sfist.com/2026/03/02/trump-administration-still-used-sfs-anthropic-in-iran-strikes-mere-h...
12•cdrnsf•25m ago•0 comments

Reframing Energy for the Age of Electricity [pdf]

https://ember-energy.org/app/uploads/2026/02/Reframing-Energy-for-the-Age-of-Electricity-1.pdf
2•barbazoo•26m ago•0 comments

AI Tool Sets New Standard in Diagnosing Rare Diseases

https://lifespan.io/news/ai-tool-sets-new-standard-in-diagnosing-rare-diseases/
2•RobotToaster•30m ago•0 comments

Show HN: DeadSwitch – Encrypted USB vault with dead man's switch

https://dead-switch.com/
2•chuckgreve•30m ago•0 comments

Japan Radio Begins 24-Hour Shortwave Transmission in Response to Iran Attacks [pdf]

https://www3.nhk.or.jp/nhkworld/upld/thumbnails/en/information/nhk_world-japan_radio_begins_tempo...
13•TigerUniversity•31m ago•1 comments

How to Count AIs: Individuation and Liability for AI Agents

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6273198
3•droidjj•31m ago•0 comments

Werner Herzog Between Fact and Fiction

https://unherd.com/2026/02/why-scientists-should-read-more-poetry/?edition=us
3•tintinnabula•31m ago•1 comments

The workers behind Meta's smart glasses can see everything

https://www.svd.se/a/K8nrV4/metas-ai-smart-glasses-and-data-privacy-concerns-workers-say-we-see-e...
113•sandbach•34m ago•50 comments

Anthropic and Alignment

https://stratechery.com/2026/anthropic-and-alignment/
2•stochastician•36m ago•0 comments

I used Claude Code's agent teams on a production incident (field report)

https://magarcia.io/using-claude-code-agent-teams-for-incident-investigation/
1•martinprins•36m ago•0 comments

Show HN: HNWatch – Keyword monitoring for Hacker News with AI-scored digests

https://hnwatcher.watch
1•moehj•37m ago•0 comments

Watershed Moment for AI–Human Collaboration in Math

https://spectrum.ieee.org/ai-proof-verification
1•sohkamyung•40m ago•0 comments