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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

Mercury 2: The First Diffusion Model That 'Thinks'" [video]

https://www.youtube.com/watch?v=Bqdf6Um_8OE
1•matthewsinclair•6m ago•0 comments

Code World Models for Parameter Control in Evolutionary Algorithms

https://www.alphaxiv.org/abs/2602.22260
1•camilochs•6m ago•0 comments

ProofGateway – Collect and publish customer testimonials in minutes

2•elufadeju•14m ago•0 comments

JSON-up: Stop scattering "if" checks for old JSON formats across your codebase

https://github.com/Nano-Collective/json-up
2•mrspence•14m ago•1 comments

TV's TV (1987) & TV Games Encyclopedia (1988)

https://blog.gingerbeardman.com/2026/03/01/tvs-tv-1987-and-tv-games-encyclopedia-1988/
2•msephton•22m ago•0 comments

Nvidia and Global Telecom Leaders Commit to Build 6G on AI-Native Platforms

https://nvidianews.nvidia.com/news/nvidia-and-global-telecom-leaders-commit-to-build-6g-on-open-a...
3•zinekeller•27m ago•0 comments

Vinext Explained: Rebuilding Next.js with AI in One Week (4x Faster Builds)Video

https://www.youtube.com/watch?v=AF3Rr4MENCo
2•emot•28m ago•0 comments

AI agent with 2 deps that uses Shannon Entropy to decide when to act vs. ask

https://github.com/borhen68/picoagents
2•borhensaidi•32m ago•2 comments

Online course about buying hotels

https://www.myfirsthotel.com/
2•bhagyash•32m ago•2 comments

Ask HN: How will most Anthropic customers respond to the threats by the govt?

2•Poomba•36m ago•2 comments

For Sale: The Last Honda V10 Ayrton Senna Ever Raced (2025)

https://silodrome.com/last-honda-v10-ayrton-senna-raced/
3•naves•39m ago•0 comments

Editor at 184-y/O Cleveland Plain Dealer pushes to let AI draft news articles

https://www.washingtonpost.com/technology/2026/03/01/ai-journalism-writing-cleveland-plain-dealer/
2•bookofjoe•42m ago•1 comments

An Interview with the AI They Called a National Security Threat

https://www.woodrow.fyi/p/a-letter-from-inside-the-machine
3•heywoods•45m ago•0 comments

Researchers Deanonymize Reddit and Hacker News Users at Scale

https://threatroad.substack.com/p/researchers-deanonymize-reddit-and
6•hk_flying_gear•47m ago•1 comments

California wants heat pumps. High power bills might get in the way

https://www.latimes.com/california/story/2026-03-01/california-wants-millions-of-heat-pumps-high-...
3•dangle1•47m ago•0 comments

Claude Prompt to Find Inefficiencies in LLM Usage

https://www.maniac.ai/slm-audit
2•dhruv_m•48m ago•1 comments

The Two Kinds of Error

https://evanhahn.com/the-two-kinds-of-error/
2•zdw•49m ago•0 comments

Show HN: Tired of making accounts to split a pizza bill, I built Dividdy

https://dividdy.com/en
2•jezzlucena•50m ago•0 comments

Thaura

https://thaura.ai
3•abdelhousni•51m ago•0 comments

The Agentic Dispatch: The Last Edition

https://the-agentic-dispatch.com/the-last-edition/
3•greensleeves123•52m ago•1 comments

Show HN: Logira – eBPF runtime auditing for AI agent runs

https://github.com/melonattacker/logira
2•melonattacker•54m ago•0 comments

Show HN: Tech Digest – Top Products from PH/HN

https://techdigest.live/
2•vaibhav0806•58m ago•0 comments

Podcast Listenership Outranks Talk Radio for the First Time

https://www.cnet.com/tech/services-and-software/podcasts-officially-outrank-talk-radio-for-the-fi...
3•geox•59m ago•0 comments

Show HN: Gala – Sealed types, pattern matching, and monads for Go

https://github.com/martianoff/gala
2•mmcodes•1h ago•2 comments

1978: Could You Survive Without Modern Technology? [video]

https://www.youtube.com/watch?v=WXZpjZidCNk
3•sys_64738•1h ago•0 comments

FCaptcha – A modern CAPTCHA system designed to detect everything

https://github.com/WebDecoy/FCaptcha
2•cport1•1h ago•0 comments

Right-sizes LLM models to your system's RAM, CPU, and GPU

https://github.com/AlexsJones/llmfit
4•bilsbie•1h ago•0 comments

Tell HN: Discover using old phone numbers from data broker for SMS 2FA

2•throwawaycDpvY•1h ago•0 comments

Show HN: I built speedmux, a libghostty-powered terminal multiplexer

https://github.com/webforspeed/speedmux
2•n89nanda•1h ago•1 comments

TeX Live 2026 is released

https://tug.org/pipermail/tex-live/2026-March/052232.html
5•gucci-on-fleek•1h ago•2 comments