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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

Ask HN: What's it like working in big tech recently with all the AI tools?

1•ex-aws-dude•36s ago•0 comments

Gauging Interest in Offline Authentication

1•solarpunked•37s ago•0 comments

The Hater's Guide to Anthropic

https://www.wheresyoured.at/premium-the-haters-guide-to-anthropic/
1•gradus_ad•1m ago•0 comments

Scotiabank Divests from Elbit Systems

https://bdscoalition.ca/2026/02/16/scotiabank-fully-divests-from-elbit-systems/
2•pabs3•2m ago•0 comments

No 10 Am BTC Dump? Bitcoin Price Rallies as Jane Street Trading Draws Attention

https://www.ccn.com/news/crypto/no-10-am-btc-dump-bitcoin-price-rallies-as-jane-street-trading-dr...
1•shin_lao•3m ago•0 comments

Jane Street Hit with Terra $40B Insider Trading Suit

https://www.disruptionbanking.com/2026/02/24/jane-street-hit-with-terra-40b-insider-trading-suit/
1•shin_lao•3m ago•0 comments

The geomechanics of hydrogen storage in salt caverns [pdf]

https://assets.publishing.service.gov.uk/media/68aebcef3a052c9c504c8e60/The_geomechanics_of_hydro...
1•defrost•6m ago•0 comments

How to make LLM native User Interfaces - Post LLM Workflow

https://www.youtube.com/watch?v=F5_mbwUQeCs
1•anditherobot•8m ago•1 comments

Two Beliefs About Coding Agents: Devs Don't Realize What They Bring

https://www.dbreunig.com/2026/02/25/two-things-i-believe-about-coding-agents.html
1•dbreunig•10m ago•0 comments

Why are you still using Vercel?

https://why-vercel.pages.dev/
1•puzle•10m ago•0 comments

Your Move, Claude

https://escapesequence.dev/p/your-move-claude
2•crlfdata•13m ago•0 comments

Bioethics Was Forged in Horror. It Can Be Lost the Same Way

https://thereader.mitpress.mit.edu/bioethics-were-forged-in-horror-they-can-be-lost-the-same-way/
1•EA-3167•13m ago•0 comments

Show HN: ZSE – Open-source LLM inference engine with 3.9s cold starts

https://github.com/Zyora-Dev/zse
2•zyoralabs•14m ago•0 comments

Show HN: Taji – Portfolio advisor that's better than Fidelity's

https://www.taji.is/
2•kevin1chun•19m ago•0 comments

Therapist's Office Is Designed to Make You Cry

https://oedmethod.substack.com/p/your-therapists-office-is-designed
2•truenfel•20m ago•0 comments

The Texas AI boom is outpacing water regulations

https://www.texasobserver.org/texas-ai-data-centers-water-usage-regulation/
1•geox•21m ago•0 comments

I built a client portal for freelancers after the same conversation arised

https://www.retallio.app/
1•nemo30s•21m ago•1 comments

Against Query Based Compilers

https://matklad.github.io/2026/02/25/against-query-based-compilers.html
2•emschwartz•22m ago•0 comments

Discovering Multiagent Learning Algorithms with Large Language Models

https://arxiv.org/abs/2602.16928
1•gmays•27m ago•0 comments

Postgres Jsonb Columns and Toast: A Performance Guide

https://www.snowflake.com/en/engineering-blog/postgres-jsonb-columns-and-toast/
1•craigkerstiens•30m ago•0 comments

(paper money) Hedge Fund staffed by AI Employees (experiment)

https://platypi.empla.io
1•pokot0•34m ago•1 comments

Show HN: Bloomfilter – A service for AI agents to register and manage domains

https://bloomfilter.xyz/
1•eronmmer•35m ago•1 comments

Examining Bias and AI in Latin America

https://elpais.com/america/lideresas-de-latinoamerica/2026-02-25/genero-racismo-y-xenofobia-asi-s...
1•shakiness3383•35m ago•0 comments

Show HN: WebMCP Core – AI agent tool definitions from any site

https://github.com/keak-ai/webmcp-core
2•eman11•36m ago•0 comments

Tell HN: Cursor has an agent CLI, and it's better than Claude Code

2•melecas•37m ago•1 comments

Anthropic is dropping its signature safety pledge amid a heated AI race

https://www.businessinsider.com/anthropic-changing-safety-policy-2026-2
1•rahulskn86•38m ago•1 comments

Eleven Freedoms for Free AI

https://elevenfreedoms.org/
1•pabs3•41m ago•0 comments

Average Typing Speeds based on 221k user typing sessions

https://www.typequicker.com/average-typing-speed
1•absoluteunit1•43m ago•0 comments

WTF Happened in 2025?

https://wtfhappened2025.com/
4•swyx•46m ago•0 comments

Dead Internet Theory – A Win?

https://medium.com/@brandon_89699/4df2f34cba14
1•Fine-Palp-528•46m ago•1 comments