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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•11mo ago

Comments

anuragdt•11mo 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•11mo 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•11mo 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

India's frugal AI models are a blueprint for resource-strapped nations

https://restofworld.org/2026/india-frugal-ai-sarvam-krutrim-sovereign/
1•i7l•1m ago•0 comments

Oilfield Units: a Measurement System so Cursed it made me Change Career [video]

https://www.youtube.com/watch?v=sdWEGzWFcCc
1•CharlesW•1m ago•0 comments

At Coachella, Justin Bieber spends half an hour surfing YouTube

https://www.sfgate.com/sf-culture/article/bieber-coachella-22202157.php
1•turtlegrids•2m ago•0 comments

Vlookup Still Beats XLOOKUP in Poll of 1,975 Excel Users (53% vs. 36% vs. 12%)

https://accountsdraft.com/resources/xlookup-vs-vlookup-vs-index-match-excel-poll-results
1•Rob_Benson-May•8m ago•0 comments

Show HN: Transcribe, analyse, and chat with your voice conversations

https://github.com/nezhar/voicevault
1•nezhar•10m ago•0 comments

The Death of Character in Game Console Interfaces

https://vale.rocks/posts/game-console-interfaces
1•PaulHoule•10m ago•0 comments

Pi Coding Agent [video]

https://www.youtube.com/watch?v=O-96yYDPMOc
1•davidkunz•11m ago•0 comments

Ask HN: On autistic spectrum, best way to live?

2•beaunative•13m ago•0 comments

How the CIA Forgot the Art of Spying

https://www.politico.com/magazine/story/2017/03/cia-art-spying-espionage-spies-military-terrorism...
1•cwwc•13m ago•0 comments

Vibin' Is Easy: It's All About Data and Design Now

https://kubekattle.github.io/ktl/blog/vibin-is-easy-its-all-about-data-and-design-now.html
1•KyleVlaros•13m ago•0 comments

Applied Reverse Engineering: Crude T&E for Control-Flow Tracing

https://revers.engineering/applied-re-crude-te-for-control-flow-tracing/
1•not_a9•14m ago•0 comments

Vitamin C inhibits ACSL4 to alleviate ferro-aging in primates: Cell Metabolism

https://www.cell.com/cell-metabolism/fulltext/S1550-4131(26)00053-7
1•bilsbie•15m ago•0 comments

New Study Shows People with Higher Cholesterol Live Longer

https://www.nad.com/news/new-study-shows-people-with-higher-cholesterol-live-longer-than-people-w...
1•bilsbie•16m ago•0 comments

Show HN: Rekal – Long-term memory for LLMs in a single SQLite file

https://github.com/janbjorge/rekal
2•jeeybee•22m ago•0 comments

Over 4,732 Messages, He Fell in Love with an AI Chatbot. Now He's Dead

https://www.wsj.com/tech/ai/google-gemini-jonathan-gavalas-death-07351ab2
1•nradov•23m ago•1 comments

Maine set to become first state with data center ban

https://www.cnbc.com/2026/04/09/maine-data-center-ban.html
1•eatonphil•29m ago•0 comments

Inventors Who Didn't Invent What They Are Famous for Inventing

https://www.wsj.com/tech/us-famous-inventions-inventors-wrong-3d5b0a0f
4•fortran77•31m ago•2 comments

Space Junk – A Magazine for Earthlings Who Dream of Outer Space

https://www.nytimes.com/2026/04/09/style/a-magazine-for-earthlings-who-dream-of-outer-space.html
1•bookofjoe•32m ago•1 comments

Distilling 100B+ Models 40x Faster with TRL

https://huggingface.co/spaces/HuggingFaceTB/trl-distillation-trainer
3•kashifr•33m ago•0 comments

OpenPGx – Ask Claude about medications from your 23andMe/Genera raw file (MCP)

https://github.com/open-pgx/openpgx
1•dougplac•33m ago•1 comments

Anthropic 10-step playbook for creating a Glomar Trap and pulling forward sales

https://10io.com/blog/glomar-trap-mythos
1•anactofgod•34m ago•2 comments

Audit Claude Platform Activity with the Compliance API

https://claude.com/blog/claude-platform-compliance-api
1•mooreds•35m ago•0 comments

AI Is Not a Labor Crisis. It Is a Meaning Crisis

https://twitter.com/lessin/status/2043370537280532771
2•jger15•36m ago•0 comments

A Perfectable Programming Language

https://alok.github.io/lean-pages/perfectable-lean/
1•yuppiemephisto•37m ago•0 comments

TokenMonopoly – Claude Max Is Overpriced; Compare AI Subscriptions

https://tokenmonopoly.com
1•robinw_•37m ago•0 comments

Microsoft engineer says original Task Manager was only 80KB to run on 90s comps

https://www.tomshardware.com/software/windows/veteran-microsoft-engineer-says-original-task-manag...
2•thunderbong•40m ago•0 comments

Someone Has to Be Happy. Why Not Lauren Sánchez Bezos?

https://www.nytimes.com/2026/04/11/business/lauren-sanchez-bezos-jeff-bezos.html
2•mooreds•40m ago•0 comments

Hungary's Viktor Orbán Concedes Defeat in Election

https://www.wsj.com/world/europe/hungary-election-results-orban-b2dbd42a
10•JumpCrisscross•41m ago•0 comments

Swiftpoint Z3: Do you need this much mouse?

https://www.swiftpoint.com/products/swiftpoint-z3-ea
1•Exorust•43m ago•0 comments

Been building a multi-agent framework in public for 5 weeks, its been a Journey

https://github.com/AIOSAI/AIPass
2•Input-X•44m ago•1 comments