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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: ClawProxy: An HTTP proxy that injects auth tokens into API calls

https://github.com/mlolson/clawproxy
1•LordHumungous•32s ago•0 comments

As More Schools Turn to AI Weapons Detection, Questions Persist

https://undark.org/2026/02/13/as-more-schools-turn-to-ai-weapons-detection-questions-persist/
1•EA-3167•2m ago•0 comments

Supabase incident on February 12, 2026

https://supabase.com/blog/supabase-incident-on-february-12-2026
1•multisport•3m ago•1 comments

Show HN: Kuro-Nuri – Browser-based image redaction and compression using WASM

https://kuro-nuri.com/
2•kunronuri•3m ago•0 comments

Joseph Gordon-Levitt goes to DC, gets Section 230 backwards

https://www.techdirt.com/2026/02/12/joseph-gordon-levitt-goes-to-washington-dc-gets-section-230-c...
1•heavyset_go•5m ago•0 comments

Show HN: Engram – Persistent memory for AI agents, local-first and open source

https://engram-ai.dev
1•L3nnox_Cc•5m ago•0 comments

Anthropic taps ex-Microsoft CFO, Trump aide Liddell for board

https://www.cnbc.com/2026/02/13/anthropic-ai-chris-liddell-microsoft-trump-board.html
1•pelcg•6m ago•0 comments

The hard problem with hard problems

https://drmaciver.substack.com/p/the-hard-problem-with-hard-problems
1•exolymph•6m ago•0 comments

AI Agent toolbox for software architecture – quantum-toolbox

https://quantum-crowbar.github.io/quantum-toolbox/
1•rastko•7m ago•0 comments

Ask HN: Any useful open source software maintained or created by AI?

1•xmpir•8m ago•0 comments

小確幸(shōgakkō): Small but certain happiness in life

https://lolo-xinchen.medium.com/%E5%B0%8F%E7%A2%BA%E5%B9%B8-sh%C5%8Dgakk%C5%8D-small-but-certain-...
1•maxloh•8m ago•0 comments

Show HN: Bubble Sort on a Turing Machine

https://github.com/purplejacket/bubble_sort_on_tm
1•purplejacket•9m ago•0 comments

Platforms bend over backward to help DHS censor ICE critics, advocates say

https://arstechnica.com/tech-policy/2026/02/platforms-bend-over-backward-to-help-dhs-censor-ice-c...
2•duxup•10m ago•0 comments

The many flavours of ignore files

https://nesbitt.io/2026/02/12/the-many-flavors-of-ignore-files.html
1•fanf2•10m ago•0 comments

Good Engineers Ship. Great Engineers Observe

https://mosheshaham.substack.com/p/good-engineers-ship-great-engineers
1•puppion•11m ago•0 comments

Olympic skiing drops PFAS waxes – and their 'ridiculous' speed

https://grist.org/culture/the-olympics-are-ditching-pfas-waxes-and-the-ridiculous-speed-they-gave...
2•gmays•11m ago•0 comments

Show HN: Holywell – The missing SQL formatter for sqlstyle.guide

https://github.com/vinsidious/holywell
1•vcoppola•12m ago•0 comments

Helion hits new fusion milestone: D-T fusion and 150M°C plasma temperatures [video]

https://www.youtube.com/watch?v=CpzYjJqZivI
1•debrice•14m ago•0 comments

Show HN: A reputation index from mitchellh's Vouch trust files

https://vouchbook.dev/
2•rosslazer•15m ago•0 comments

Peter Steinberger on Lex Fridman Podcast [video]

https://www.youtube.com/watch?v=YFjfBk8HI5o
1•philip1209•16m ago•0 comments

Show HN: Data Engineering Book – An open source, community-driven guide

https://github.com/datascale-ai/data_engineering_book
1•xx123122•16m ago•0 comments

Delegation and management is for when you lack proper tools and abstractions

https://stevekrouse.com/abstraction
1•stevekrouse•20m ago•0 comments

Fed on Reams of Cell Data, AI Maps New Neighborhoods in the Brain

https://www.quantamagazine.org/fed-on-reams-of-cell-data-ai-maps-new-neighborhoods-in-the-brain-2...
1•7777777phil•24m ago•0 comments

Russia Attacks a NATO Country in a War Game. It Doesn't End Well

https://www.politico.com/news/2026/02/13/russia-nato-wargame-germany-simulation-00778818
2•c420•25m ago•0 comments

Show HN: Issy – AI-native issue tracking stored as Markdown files in your repo

https://mike.gg/issy
1•miketromba•29m ago•0 comments

Ask HN: What I cannot create, I do not understand"

1•kailpa•29m ago•0 comments

For $1M, you can pay Bryan Johnson (or BryanAI?) to teach you how to live longer

https://techcrunch.com/2026/02/12/for-1-million-you-can-pay-bryan-johnson-or-bryanai-to-teach-you...
1•brandonb•30m ago•0 comments

New Way to Predict Your Risk of a Heart Attack

https://time.com/7361499/heart-risk-prevent-calculator/
1•brandonb•31m ago•0 comments

Measles cases reported at Florida university amid historic outbreak

https://www.dailymail.co.uk/health/article-15557505/measles-cases-florida-ava-maria-university-ou...
3•Bender•32m ago•0 comments

Something Big Is Coming (Annotated by Ed Zitron) [pdf]

https://www.dropbox.com/scl/fi/qw6k5c3m575cq21p7jjac/Something-Big-Is-Coming-Annotated.pdf?dl=0&e...
2•frizlab•32m ago•0 comments