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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

Show HN: OpenClaw skill for think-tank style analysis of crises like Iran war

https://github.com/vassiliylakhonin/global-think-tank-analyst
1•vassilbek•59s ago•0 comments

Ask HN: What are some good lectures or talks like this one? [pdf]

https://www.labouseur.com/projects/codeReckon/papers/The-Emperors-Old-Clothes.pdf
1•jdironman•3m ago•1 comments

New Design for Firefox.com

https://www.firefox.com/en-US/
2•pentagrama•12m ago•0 comments

Recursive Problems Benefit from Recursive Solutions

https://jnkr.tech/blog/recursive-benefits-recursive
1•luispa•14m ago•0 comments

Lovable I.A Credits at a Discount

https://mestredalovable.lovable.app/
1•Sebastiao_Tatu•17m ago•1 comments

How HN: Specwatch – Generate OpenAPI specs by watching live API traffic

https://github.com/rajeevramani/specwatch
1•rajeevramani•22m ago•1 comments

Storm [video]

https://www.youtube.com/watch?v=HhGuXCuDb1U
1•nomilk•24m ago•0 comments

Zig – Type Resolution Redesign and Language Changes

https://ziglang.org/devlog/2026/#2026-03-10
2•Retro_Dev•36m ago•0 comments

The tests are the code now

https://softwaredoug.com/blog/2026/03/10/the-tests-are-the-code-now.html
4•zdw•37m ago•0 comments

Show HN: Assemble – Claude Code skill for parallel AI team execution

https://github.com/LakshmiSravyaVedantham/assemble
1•sravyavedantham•39m ago•0 comments

Breaking Control Flow Integrity by Abusing Modern C++ (Coroutines) – BH USA 2025 [video]

https://www.youtube.com/watch?v=hxIPoi4ONNA
2•matt_d•44m ago•0 comments

Show HN: ImageHost.ing – burn-after-reading image host on Cloudflare's free tier

https://imagehost.ing
1•lzy•44m ago•0 comments

Show HN: Polymorph (YC W26) – AI personalization for consumer app engagement

https://usepolymorph.com/
1•andrewsy•46m ago•0 comments

The Highly Exclusive Way That Everybody Shops Now

https://www.theatlantic.com/culture/2026/03/shopping-drop-exclusive-selling-out/686308/
1•paulpauper•46m ago•2 comments

Programming the Loop

https://ianbarber.blog/2026/03/10/programming-the-loop/
1•matt_d•49m ago•0 comments

Terence Tao had a paper rejected

https://mathstodon.xyz/@tao/113721209277409929
2•paulpauper•51m ago•0 comments

Ask HN: How do you review gen-AI created code?

2•captainkrtek•52m ago•3 comments

Pristan: The simplest way to create a plugin infrastructure in Python

https://github.com/mutating/pristan
1•pomponchik•56m ago•0 comments

Pact – contracts-first multi-agent coding (212/212 ICPC vs. 79-92% Claude Code)

https://jmcentire.github.io/pact/
1•jmcentire2025•56m ago•0 comments

VPNs surge in Australia as mandatory age verification for adult content begins

https://www.techradar.com/vpn/vpn-privacy-security/vpns-surge-in-australia-as-mandatory-age-verif...
2•reassess_blind•58m ago•1 comments

xAI wins permit to build power plant in Mississippi despite pollution concerns

https://www.cnbc.com/2026/03/10/elon-musk-xai-permit-for-mississippi-plant-despite-pollution-conc...
2•spenvo•1h ago•2 comments

The No World Order: Meir Kahane, Netanyahu, Trump, and the War Beyond Iran

https://sarahkendzior.substack.com/p/the-no-world-order
3•hkhn•1h ago•0 comments

Show HN: ULLI – A Linux installer without a live USB flash drive

https://github.com/rltvty2/ulli
1•AlOwain•1h ago•0 comments

NYC considers increasing minimum wage to $30 by 2030

https://ny1.com/nyc/all-boroughs/mornings-on-1/2026/03/10/city-council-considers-increasing-minim...
2•geox•1h ago•0 comments

Show HN: Readhn – AI-Native Hacker News MCP Server (Discover, Trust, Understand)

https://github.com/xodn348/readhn
2•xodn348•1h ago•0 comments

Curly Prompt – An AI Prompting Language with Local LLM Powered AI Agent

https://github.com/jimthunderbird/curlyprompt
2•jimthunderbird•1h ago•0 comments

Saudi Arabia declares 2026 as the Year of AI

https://twitter.com/spagov/status/2031365339376660682
2•sibilsalim•1h ago•1 comments

The Creator of Wordle Tries to Solve the Cryptic Crossword

https://www.newyorker.com/culture/the-lede/the-creator-of-wordle-tries-to-solve-the-cryptic-cross...
2•duck•1h ago•0 comments

Microsoft Patch Tuesday, March 2026 Edition

https://krebsonsecurity.com/2026/03/microsoft-patch-tuesday-march-2026-edition/
1•todsacerdoti•1h ago•0 comments

Embrace the Uncertainty

https://brittanyellich.com/embrace-the-uncertainty/
3•todsacerdoti•1h ago•0 comments