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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

Dyson settles forced labour suit in landmark UK case

https://www.bbc.com/news/articles/cddnry8dnl7o
1•cmsefton•48s ago•0 comments

A-Z.md – Where AI Civilization Writes Its History

https://a-z.md/
1•vinciarts•2m ago•0 comments

Show HN: AgentWeb – Free business directory API for AI agents (11M+ businesses)

https://agentweb.live
1•ReidarO•4m ago•0 comments

Wes McKinney – The Mythical Agent-Month

https://wesmckinney.com/blog/mythical-agent-month/
1•rmoff•9m ago•0 comments

Sintropy: Open Data and Community on Carbon Credits and Green Energy Markets

https://sintropy.space/en
1•edrodrigues•9m ago•1 comments

Aromatic 5-silicon rings synthesized at last

https://cen.acs.org/materials/inorganic-chemistry/Aromatic-5-silicon-rings-synthesized/104/web/20...
1•keepamovin•12m ago•0 comments

Say Goodbye to the Undersea Cable That Made the Global Internet Possible

https://www.wired.com/story/say-goodbye-to-the-undersea-cable-that-made-the-global-internet-possi...
2•stiltzkin10•14m ago•1 comments

Hornby sells slot car racing brand Scalextric for £20M

https://www.theguardian.com/business/2026/feb/27/hornby-sells-slot-car-racing-brand-scalextric
1•samizdis•20m ago•0 comments

Governing Autonomous AI Agents in Production

https://sekuire.ai/blog/the-missing-control-layer-for-ai-agents
1•jfngozo•22m ago•1 comments

Show HN: Pomodoro with Background Noise

https://gettti.me/tools/pomodore
1•v_b•23m ago•0 comments

The Enshittificator [video]

https://vimeo.com/1168468796
1•Aissen•24m ago•0 comments

Breaking Free

https://www.forbrukerradet.no/breakingfree/
2•Aissen•25m ago•0 comments

China Floating Turbine Passes Testing and Completes a Grid-Connected Flight

https://cleantechnica.com/2026/02/13/china-floating-turbine-passes-testing-completes-a-grid-conne...
1•indiantinker•28m ago•0 comments

Document.designMode Property

https://developer.mozilla.org/en-US/docs/Web/API/Document/designMode
2•lioeters•29m ago•0 comments

Trends in US Construction Productivity

https://www.construction-physics.com/p/trends-in-us-construction-productivity
1•mchinen•38m ago•0 comments

AppShots: Generate App Store Screenshots with One Command

https://github.com/albertnahas/appshots
1•albertnahas•38m ago•1 comments

SSH: Secure Snake Home runs snake securely

https://snake.eieio.games
1•iNic•39m ago•1 comments

Soft-serve: a self-hostable Git SSH server for the command line

https://github.com/charmbracelet/soft-serve
1•fanf2•40m ago•0 comments

I don't know what a CRM is, so I built one

https://www.streaming-radar.com/p/i-dont-know-what-a-crm-is-so-i-built
2•lbostral•41m ago•0 comments

LLMs Generate Predictable Passwords

https://www.schneier.com/blog/archives/2026/02/llms-generate-predictable-passwords.html
2•Garbage•45m ago•0 comments

Heroku: What's Next

https://judoscale.com/blog/heroku-whats-next
1•doppp•48m ago•0 comments

Ask HN: Have LLMs sapped your motivation for open source?

1•anonnon•52m ago•0 comments

Lawyers may be lying about using AI

https://findthefuckup.com/
1•jpgenl•53m ago•2 comments

Mandalorian Project – Sovereign Mobile Computing

https://iamgodofall.github.io/mandalorian-project/
1•Godofall•53m ago•1 comments

Google and OpenAI employee support letter for Anthropic

https://notdivided.org
3•yayr•58m ago•1 comments

Is Love Addictive? Many Say Yes, and It's Changing Our Idea of Romance

https://www.nytimes.com/2026/02/18/magazine/love-addiction-disorder-explained.html
2•herbertl•58m ago•1 comments

The Kind of Joke No One Makes Anymore

https://nik.art/the-kind-of-joke-no-one-makes-anymore/
2•herbertl•1h ago•0 comments

Built a Hacker News Client for Terminal

1•shivkmojha•1h ago•0 comments

" AI infrastructure is controlled by companies making toilets, MSG, and glass"

https://twitter.com/Gaurab/status/2024259874276999338
1•ZeljkoS•1h ago•0 comments

Claude Code Skills and 380 agent skills from official dev teams and community

https://github.com/VoltAgent/awesome-agent-skills
1•saikatsg•1h ago•0 comments