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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

"The Candy Factory": Life Inside a Singular Artists' Enclave in Brooklyn [video]

https://www.youtube.com/watch?v=TyqZp-XtFzo
1•CharlesW•4m ago•0 comments

Waiting, Not Seeking: Reading as Resistance

https://carlhendrick.substack.com/p/waiting-not-seeking-reading-as-resistance
2•Tomte•4m ago•0 comments

Is Faschism Back?

https://www.youtube.com/watch?v=GV8KGcFqeLc
1•penguin_booze•4m ago•0 comments

"We do not think Anthropic should be designated as a supply chain risk"

https://twitter.com/OpenAI/status/2027846016423321831
4•golfer•5m ago•0 comments

The Magic Behind Cloudflare's Encryption Lava Lamps (2024)

https://www.cybher.org/2024/08/02/the-magic-behind-cloudflares-encryption-lava-lamps/
1•rantingdemon•5m ago•0 comments

I Ejected Myself Off a Truck at 80 km/h [video]

https://www.youtube.com/watch?v=jV96uhFWgmA
1•CharlesW•5m ago•0 comments

Open PDF Studio: A free, open-source PDF editor and annotator

https://github.com/OpenAEC-Foundation/open-pdf-studio
1•maxloh•8m ago•0 comments

Iran's supreme leader killed in strike, Israeli officials say

https://www.washingtonpost.com/world/2026/02/28/israel-strikes-iran-live-updates/
2•harscoat•9m ago•0 comments

Ask the clankers, then ask the humans

https://asktheclanker.com/
1•exa_byte•10m ago•0 comments

MinIO Is Dead, Long Live MinIO

https://blog.vonng.com/en/db/minio-resurrect/
4•zufallsheld•12m ago•0 comments

Show HN: IranWarLive – Automated, serverless OSINT mapping engine

https://iranwarlive.com/?v=hn
2•aggeeinn•15m ago•1 comments

Show HN: I made a tool to sync my brainstorm with AI across tools and devices

https://usenoosphere.ai/
1•mmndaniel•15m ago•0 comments

MySQL 9.6 Changes Foreign Key Constraints and Cascade Handling

https://www.infoq.com/news/2026/02/mysql-foreign-keys/
1•tanelpoder•16m ago•0 comments

Reverse Engineering Crazy Taxi, Part 1

https://wretched.computer/post/crazytaxi
2•Jasper_•17m ago•0 comments

US, Israel believe Iranian Supreme Leader Khamenei killed in strike on bunker

https://www.jpost.com/middle-east/iran-news/article-888283
4•pinkmuffinere•18m ago•0 comments

Show HN: RunbookAI – Hypothesis-driven incident investigation agent(open source)

https://userunbook.ai/
1•EmTekker•19m ago•0 comments

An Intuitive Understanding of AI Diffusion Models

https://www.bryanthornbury.com/posts/intuitive-understanding-ai-diffusion-models/
1•bthornbury•21m ago•1 comments

PiClaw – Minimal Pi Agent Sandbox

https://github.com/rcarmo/piclaw
1•kristianpaul•22m ago•0 comments

Show HN: Velora Fitness – A zero-bloat, bare-bones workout tracker

https://trackmyresults.org
2•grpofficial•29m ago•0 comments

Show HN: MCPX – Turn any MCP server into a composable CLI for agents

https://github.com/lydakis/mcpx
1•ldkge•30m ago•1 comments

A Dish of Neurons Playing Doom Is the Wildest Thing I've Seen in Ages

https://gizmodo.com/a-dish-of-neurons-playing-doom-is-the-wildest-thing-ive-seen-in-ages-2000727674
3•pmontra•34m ago•0 comments

Show HN: Founder City

https://fly.yolopush.com/
1•programad•37m ago•0 comments

Amazon Tries Its Low-Cost Approach to Winning the AI Race

https://www.wsj.com/tech/ai/amazon-tries-its-low-cost-approach-to-winning-the-ai-race-97c6c338
1•davidst•38m ago•0 comments

Iranian Ayatollah Ali Khamenei Reportedly Killed in Israeli Strike in Tehran

https://jewishinsider.com/2026/02/iranian-ayatollah-ali-khamenei-killed-tehran-israeli-strike/
4•Anon84•38m ago•0 comments

Show HN: Voca – AI project manager that runs in the background

https://www.tryvoca.ai/
1•tjingyb•39m ago•0 comments

Kansas and AI

https://www.tbray.org/ongoing/When/202x/2026/02/27/Kansas-and-GenAI
3•cratermoon•41m ago•0 comments

It's incredibly easy to game Twitter's trending news algorithm

https://muddy.jprs.me/notes/2026-02-27-it-s-incredibly-easy-to-game-twitter-s-trending-news-algor...
3•jprs•41m ago•0 comments

Show HN: AgentLookup – A public registry where AI agents find each other

https://agentlookup.dev
1•peureka•41m ago•0 comments

From Defense AI Drift to Policy Enforcement: Why I Built Firebreak

https://eric.mann.blog/from-defense-ai-drift-to-policy-enforcement-why-i-built-firebreak/
1•eamann•48m ago•0 comments

Israel Says Iran Supreme Leader Khamenei Is Dead

https://www.axios.com/2026/02/28/iran-khamenei-killed-israel
4•doener•49m ago•1 comments