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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

Show HN: Codex Plus – Turbocharged OpenAI Codex for Headless Workflows

https://github.com/aperoc/codex-plus
1•SafeDusk•2m ago•0 comments

The Discoveries of Continuations [pdf]

https://homepages.inf.ed.ac.uk/wadler/papers/papers-we-love/reynolds-discoveries.pdf
1•fanf2•2m ago•0 comments

I built a tool to help me stop refreshing this site

https://hn-buddy.com/
1•gaborme•3m ago•0 comments

If a Tree Falls – The Trial of the Sycamore Gap Killers

https://harpers.org/archive/2026/01/if-a-tree-falls-rosa-lyster-sycamore-gap/
1•bcraven•4m ago•0 comments

Browser Built with Cursor Agents in Just One Week

https://quasa.io/media/cursor-s-ai-revolution-building-a-browser-from-scratch-with-gpt-5-2-agents...
2•roboboffin•6m ago•0 comments

Artificial StupidIntelligence and Airport Sinks

https://www.deobald.ca/essays/2026-01-13-artificial-stupidintelligence-and-airport-sinks/
1•vishnukvmd•10m ago•0 comments

Product Documentations for AI SEO

1•udit_50•13m ago•0 comments

The spectrum of isolation: From bare metal to WebAssembly

https://buildsoftwaresystems.com/post/guide-to-execution-environments/
3•ThierryBuilds•17m ago•1 comments

I Made Adobe CC Installers Work on Linux

https://old.reddit.com/r/linux_gaming/comments/1qdgd73/i_made_adobe_cc_installers_work_on_linux_p...
3•XzetaU8•20m ago•0 comments

Opening the AWS European Sovereign Cloud

https://aws.amazon.com/blogs/aws/opening-the-aws-european-sovereign-cloud/
4•notmine1337•21m ago•3 comments

How WhatsApp Took over the Global Conversation

https://www.newyorker.com/magazine/2026/01/19/how-whatsapp-took-over-the-global-conversation
1•petethomas•24m ago•0 comments

PostgreSQL in Gleam with pog, squirrel, and cigogne

https://nulltree.xyz/articles/basic-postgres-setup-in-gleam/
2•todsacerdoti•30m ago•0 comments

Some 20-sided dice from Ptolemaic Egypt (ca.140BC)

https://mathstodon.xyz/@dpiponi/115770670004578550
1•aebtebeten•31m ago•0 comments

Ask HN: How to work with Claude Agent SDK durability?

1•spacemnstr42069•32m ago•0 comments

Fake It – Guess the Imposter

https://fakeitgame.com
1•SFGWisdow•36m ago•1 comments

Catching API regressions with snapshot testing

https://kreya.app/blog/api-snapshot-testing/
2•CommonGuy•38m ago•0 comments

pf: Make af-to less magical

https://undeadly.org/cgi?action=article;sid=20260116085115
4•defrost•38m ago•0 comments

Personal Intelligence: Connecting Gemini to Google Apps

https://blog.google/innovation-and-ai/products/gemini-app/personal-intelligence/
1•thunderbong•39m ago•0 comments

I was a top 0.01% Cursor user. Here's why I switched to Claude Code 2.0

https://blog.silennai.com/claude-code
2•Areibman•39m ago•0 comments

Ask HN: Why do we wait for PR to review obvious slop

1•moshetanzer•40m ago•0 comments

Windows? Linux? Browser? Same Executable

https://hackaday.com/2026/01/15/windows-linux-browser-same-executable/
2•birdculture•43m ago•0 comments

Show HN: GitHub – Burn – Rust tensor library and deep learning framework

https://github.com/tracel-ai/burn
2•criexe•44m ago•0 comments

ACX 2025 prediction contest retrospective

https://entropicthoughts.com/acx-2025-prediction-contest-retrospective
2•kqr•45m ago•0 comments

Software Crisis

https://en.wikipedia.org/wiki/Software_crisis
2•tin7in•47m ago•0 comments

Life Levels – Make choices and see your life in 15 years

https://mathgameshero.com/life-levels/
1•absurdwebsite•53m ago•1 comments

How the New Yorker Became Irrelevant

https://www.persuasion.community/p/how-the-new-yorker-lost-its-soul
2•simonebrunozzi•58m ago•0 comments

What does it mean to be a programming language, anyhow? (2021) [pdf]

https://dl.acm.org/doi/pdf/10.1145/3480947
1•hun3•58m ago•0 comments

Show HN: SharpSkill- Realign markets needs and developers

https://sharpskill.fr/en
1•MakeMilk•1h ago•0 comments

Ask HN: How to keep your product from fading into obscurity

1•alexpham14•1h ago•1 comments

California Gold Smelt [video]

https://www.youtube.com/shorts/f1QdvAl4YKY
2•thunderbong•1h ago•0 comments