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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

Claude Agent Skill for Terraform and OpenTofu

https://github.com/antonbabenko/terraform-skill
1•mooreds•50s ago•0 comments

AI is everywhere, but nowhere in recent productivity data

https://www.theregister.com/2026/01/15/forrester_ai_jobs_impact/
1•gmays•59s ago•0 comments

Copilot Studio Extension for Visual Studio Code Is Now Generally Available

https://devblogs.microsoft.com/microsoft365dev/copilot-studio-extension-for-visual-studio-code-is...
1•rbanffy•1m ago•0 comments

Benchmarking my parser generator against LLVM: I have a new target

https://modulovalue.com/blog/benchmarking-against-llvm-parser/
1•modulovalue•2m ago•0 comments

Shouting In The Data Center (2009) [video]

https://www.youtube.com/watch?v=tDacjrSCeq4
1•nice_byte•2m ago•0 comments

Show HN: Jensen – Deus Ex cyberpunk aesthetic for your dev tools

https://tomaytotomato.github.io/jensen/
1•tomaytotomato•3m ago•1 comments

Vibe Coding Safely: The Ultimate Guide to AI Dev with OpenCode and NixOS

https://grigio.org/vibe-coding-safely-the-ultimate-guide-to-ai-development-with-opencode-and-nixo...
1•grigio•8m ago•0 comments

Backseat Software

https://blog.mikeswanson.com/backseat-software/
1•ingve•8m ago•0 comments

Repair Advocates Name CES 2026's Most Anticonsumer Tech

https://thenewstack.io/repair-advocates-name-ces-2026s-most-anticonsumer-tech/
1•MilnerRoute•11m ago•0 comments

Chinese Fishing Boats Form Sea Barriers

https://www.nytimes.com/interactive/2026/01/16/world/asia/china-ships-fishing-militia-blockade.html
4•Alupis•11m ago•0 comments

A new Protocol Buffers generator for Golang

https://vitess.io/blog/2021-06-03-a-new-protobuf-generator-for-go/
1•fanf2•12m ago•0 comments

European Starlink competitor Eutelsat to launch more sattelites

https://www.reuters.com/business/media-telecom/starlink-rival-eutelsat-signs-deal-with-europes-ma...
1•Flundstrom2•13m ago•0 comments

60% of Legal Searches Now End Without a Click

https://talk24.ai/blog/ai-killing-legal-search
1•atreeleaf•14m ago•0 comments

Show HN: Built my portfolio in one Claude Code session – 145 repos, AI chat

https://tasteful-vibes.pages.dev
1•bmedwar•14m ago•0 comments

OpenCuff – Safe, capability-based execution for AI coding agents

http://opencuff.ai
1•kfirg•14m ago•1 comments

Everyone Will Be a Programmer

https://www.whileforloop.com/en/blog/2026/01/18/everyone-will-be-a-programmer/
1•lukas346•15m ago•1 comments

EU readies €93B tariffs in retaliation to Trump's Greenland threat

https://www.ft.com/content/b2872a49-3d43-4a55-a483-de7b19e8e436
1•mraniki•17m ago•1 comments

Interactive game/captcha/quest for web developers

https://ramys.ru/
1•ramaska•18m ago•0 comments

Deriving the Proton Radius Discrepancy from Vacuum Elasticity (0.02% Precision)

https://zenodo.org/records/18285286
1•Mr_Hoder•18m ago•1 comments

Emu8910: A tiny, fully featured AY-3-8910 emulator (TypeScript)

https://github.com/lunar-rf/emu8910
1•lunarjournal•22m ago•0 comments

Actuarial Notation

https://en.wikipedia.org/wiki/Actuarial_notation
1•srl•24m ago•0 comments

Show HN: I built Cyberpunk interface for my habits because Notion was too boring

https://playlife2.com
1•prabalsaxena•25m ago•0 comments

What comes after 'seeing is believing'

https://www.washingtonpost.com/opinions/interactive/2026/ai-photo-art-misinformation-conspiracy-t...
1•geox•25m ago•0 comments

The Lost Art of Structure Packing

http://www.catb.org/esr/structure-packing/
2•tosh•27m ago•0 comments

Show HN: Terravision – Generate Cloud architecture diagrams from Terraform code

https://github.com/patrickchugh/terravision
2•neogeno•30m ago•1 comments

A pandemic rescue became a 30-year debt trap

https://thehill.com/opinion/finance/5692543-small-business-loan-debt-trap/
9•iancmceachern•31m ago•1 comments

Help – GitHub Terminated Without Notice, No Broken Rules

https://github.com/nicoandmee/
1•todsacerdoti•33m ago•0 comments

America is slow-walking into a Polymarket disaster

https://www.msn.com/en-us/money/markets/america-is-slow-walking-into-a-polymarket-disaster/ar-AA1...
31•krustyburger•34m ago•12 comments

Show HN: LinuxMate generates reproducible Linux setup script

https://github.com/Henkster72/LinuxMate
2•henkster•36m ago•0 comments

Mystery of the Head Activator

https://www.asimov.press/p/head-activator
1•mailyk•36m ago•0 comments