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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

Banks can Prevent Bank Runs by operating more like Bond Funds

https://outlookzen.com/2015/05/03/a-financial-system-with-solid-foundations/
1•whack•1m ago•0 comments

Jsontap – Reactive access to incrementally parsed JSON for Python

https://github.com/fhalde/jsontap
1•dadbod•2m ago•1 comments

Show HN: Decision Guardian – Auto-surface architectural context on PRs and CLI

2•iamalizaidi•5m ago•0 comments

FCC approves Charter Communications' $34.5B deal to buy Cox

https://www.reuters.com/world/us-agency-approves-charter-communications-345-billion-deal-buy-cox-...
2•geox•8m ago•0 comments

Shift from passive documentation to active enforcement

4•iamalizaidi•9m ago•0 comments

Show HN: Accept.md now supports SvelteKit – return Markdown from any page

https://www.accept.md/
2•hval•12m ago•0 comments

I stopped using JSON for MQTT and use Zig to develop gRPC-like communication

https://gyokhan.com/stopped-using-json-for-mqtt-and-develop-zig-protobuf-mqtt/
2•gyokhan•19m ago•0 comments

Raided by the Police – Investigating Nintendo, Sega, & Devkit Arrests [video]

https://www.youtube.com/watch?v=NU040CTdJI0
2•wicket•20m ago•0 comments

Sam Altman Says OpenAI Is Working on Pentagon Deal

https://www.wsj.com/tech/ai/openais-sam-altman-calls-for-de-escalation-in-anthropic-showdown-with...
2•DGAP•22m ago•1 comments

Autokey Wayland – fork of AutoKey a desktop automation app with Wayland support

https://github.com/dlk3/autokey-wayland
1•Curiositry•22m ago•0 comments

Software development now costs less than than the wage of a minimum wage worker

https://ghuntley.com/real/
2•cebert•25m ago•1 comments

Pentagon approves OpenAI safety red lines after dumping Anthropic

https://www.axios.com/2026/02/27/pentagon-openai-safety-red-lines-anthropic
3•galleywest200•26m ago•0 comments

Show HN: I made a website to write online math as fast as paper

https://www.scratchpad-math.com/
3•maxtobiasen•29m ago•1 comments

Is AGI a Billion-Dollar Mirage? The AI Circular Trap

https://medium.com/@opsworld.g/ais-downhill-without-brakes-is-agi-a-billion-dollar-mirage-e5b9cb6...
4•om202•29m ago•0 comments

Money Is the First AI – and We Never Noticed

https://github.com/AionSystem/AION-BRAIN/blob/main/articles/MEDIUM/THE-THRESHOLD/Money-Is-The-Fir...
2•sheldonksalmon•31m ago•1 comments

LFortran Compiles Fpm

https://lfortran.org/blog/2026/02/lfortran-compiles-fpm/
1•wtlin•32m ago•0 comments

Show HN: I seriously think this is the most effective email leadgen tool

https://easyemailfinder.com/
1•faalbane•33m ago•0 comments

Devs who code like you (from public GitHub signals)

https://mates.symploke.dev?hn
1•thomasfromcdnjs•34m ago•0 comments

The Ballad of Dario and Pete

https://twitter.com/last_one_in_/status/2027536134214189435
2•cmogni1•35m ago•0 comments

A way to be a person

https://www.lrb.co.uk/the-paper/v48/n04/paul-taylor/a-way-to-be-a-person
1•hhs•36m ago•0 comments

Modernity: We launched two weeks ago, got 400 testers, zero customers. Fixes

https://modernity.live/
1•Fabric14•37m ago•1 comments

History of Software Design

https://historyofsoftware.org/
2•vinhnx•39m ago•0 comments

How strong is New York's "illegal gambling" case against Valve's loot boxes?

https://arstechnica.com/gaming/2026/02/how-strong-is-new-yorks-illegal-gambling-case-against-valv...
2•Bender•39m ago•0 comments

C inference for Qwen3-ASR 0.6B and 1.7B transcriptions models

https://github.com/antirez/qwen-asr
1•Curiositry•40m ago•0 comments

Show HN: OpenTimelineEngine – Shared local memory for Claude Code and codex

https://github.com/JOELJOSEPHCHALAKUDY/open-timeline-engine
5•joeljoseph_•44m ago•3 comments

Carabiner Hacking for Workout [video]

https://www.youtube.com/shorts/rhqroEZCrnI
1•demute•46m ago•0 comments

New AGI Framework Different

https://hal.science/hal-05528268
1•Sai-dewa•48m ago•4 comments

Claude's Constitution (2023)

https://www.anthropic.com/news/claudes-constitution
3•ponkylives•51m ago•0 comments

The Legal Rights of Extraterrestrials

https://www.rfreitas.com/Astro/LegalRightsOfETs.htm
1•TheAceOfHearts•52m ago•0 comments

'RentAHuman' platform includes Texans who can be rented by AI agents for tasks

https://dallasinnovates.com/rentahuman-platform-includes-north-texans-who-can-be-rented-by-ai-age...
1•hhs•53m ago•1 comments