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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

Show HN: Usplus.ai – Build a company of AI agents and execute work autonomously

https://usplus.ai:443/
1•usplusAI•3m ago•0 comments

What If Intelligence Didn't Evolve? From Noise to Programs in Brainfuck [video]

https://www.youtube.com/watch?v=M2iX6HQOoLg
1•guld•4m ago•1 comments

Itwillsync – Sync any terminal-based coding agent to your phone over LAN

https://github.com/shrijayan/itwillsync
1•shrijayan•7m ago•1 comments

What Your DNA Reveals about the Sex Life of Neanderthals

https://www.nytimes.com/2026/02/26/science/human-evolution-neanderthal-sex.html
1•Hooke•8m ago•0 comments

What happened after Elon Musk took the Russian army offline

https://www.politico.com/news/2026/02/25/elon-musk-russian-army-starlink-00793742
2•GMoromisato•9m ago•0 comments

Block (Square) plans to lay off nearly half its staff in embrace of AI

https://www.morningstar.com/news/marketwatch/20260226254/block-plans-to-lay-off-nearly-half-its-s...
4•pwthornton•9m ago•0 comments

Security Boundaries in Agentic Architectures

https://vercel.com/blog/security-boundaries-in-agentic-architectures
1•umairnadeem123•10m ago•0 comments

New Path to Battery-Grade Lithium Uses Electrochemistry

https://spectrum.ieee.org/mangrove-lithium-refining-ev-bottleneck
1•defrost•10m ago•0 comments

Windows XP Bliss hill looking almost identical to original

https://old.reddit.com/r/windows/comments/1r8iper/windows_xp_bliss_hill_looking_almost_identical_to/
1•gnabgib•11m ago•0 comments

We built Depot Wrapped 2025

https://depot.dev/blog/how-we-built-depot-wrapped
3•Charmizard•12m ago•0 comments

A Comparative Security Analysis of Three Cloud-Based Password Managers

https://eprint.iacr.org/2026/058
1•u1hcw9nx•12m ago•2 comments

If AI Is Doing the Investigation, Version the Investigation

https://wingedpig.com/2026/02/26/if-ai-is-doing-the-investigation-version-the-investigation/
1•markfrwc•13m ago•2 comments

Launch GIDE v1.0 AI Code Editor

https://generativeide.com/
2•rohangnaneshjh•13m ago•0 comments

Show HN: oosh – Annotation-driven CLI framework for Bash

https://github.com/bruno-de-queiroz/oosh
1•brunodequeiroz•14m ago•0 comments

VCs and Top Programmers Tackle Open Source Funding Issues Permanently

https://techcrunch.com/2026/02/26/a-vc-and-some-big-name-programmers-are-trying-to-solve-open-sou...
1•birdculture•14m ago•0 comments

Show HN: OpenClaw skills degrade agent safety

https://github.com/faberlens/hardened-skills
1•shadab_nazar•17m ago•1 comments

Solving email problems for startups and SaaS

1•peter_joe•17m ago•0 comments

Mercedes Just Put Drift Mode in an SUV

https://www.thedrive.com/news/mercedes-just-put-drift-mode-in-an-suv
1•PaulHoule•18m ago•0 comments

Pi: The Minimal Agent Within OpenClaw

https://lucumr.pocoo.org/2026/1/31/pi/
1•kristianpaul•22m ago•0 comments

Bonesmashing: Inside The Extreme Looksmaxxer Technique

https://www.gq.com/story/what-is-bonesmashing-looksmaxxing-technique
1•bookofjoe•22m ago•0 comments

Yes, AI is intelligent. Prove me wrong. by Bertrwnd Meyer

https://bertrandmeyer.com/2026/02/26/yes-ai-is-intelligent-prove-me-wrong/
2•PikelEmi•24m ago•2 comments

HITL Swarm Intelligence – Making Extraction Technically Obsolete

https://github.com/m727ichael/hitl-swarm-intelligence
1•m727ichael•24m ago•2 comments

Why Chinese people spend so much on food

https://www.economist.com/finance-and-economics/2026/02/26/why-chinese-people-spend-so-much-on-food
1•ryan_j_naughton•27m ago•1 comments

Block to lay off nearly half its staff in 'deliberate and bold' embrace of AI

https://www.marketwatch.com/story/block-plans-to-lay-off-nearly-half-its-staff-in-deliberate-and-...
8•rdoherty•28m ago•1 comments

Show HN: Are they up, an open-source alternative to Downdetector

https://aretheyup.com/
1•kdickey•28m ago•0 comments

OWASP Agentic Top Mapped to Aguara Detection Rules

https://aguarascan.com/blog/owasp-agentic-top-10-mapped-to-detection-rules/
1•garagon•29m ago•0 comments

Wiretapping scandal: Spyware manufacturer sentenced to prison in Greece

https://www.heise.de/en/news/Wiretapping-scandal-Spyware-manufacturer-sentenced-to-prison-in-Gree...
1•i-con•31m ago•0 comments

When, where, and how often do individuals recover memories of trauma? (2025)

https://www.tandfonline.com/doi/full/10.1080/09658211.2025.2601699
1•rendx•31m ago•0 comments

Show HN: Modernizing command entry with Emacs-style flex search + mouse support

https://github.com/alex-903/zsh-mouse-and-flex-search
2•harr01•31m ago•1 comments

OpenClaw Partners with VirusTotal for Skill Security

https://openclaw.ai/blog/virustotal-partnership
1•shanchan•31m ago•0 comments