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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

A Beginner's Guide to Split Keyboards

https://www.justinmklam.com/posts/2026/02/beginners-guide-split-keyboards/
1•thehaikuza•2m ago•0 comments

Anthropic resists as Department of War wants AI to kill

https://timesofindia.indiatimes.com/technology/tech-news/a-very-angry-pentagon-to-anthropic-dont-...
1•infinitewars•5m ago•2 comments

JavaScript-heavy approaches are not compatible with long-term performance goals

https://sgom.es/posts/2026-02-13-js-heavy-approaches-are-not-compatible-with-long-term-performanc...
1•luu•7m ago•0 comments

The Chelyabinsk Meteor (2013) [video]

https://bsky.app/profile/peteski.bsky.social/post/3mevmcjdy6k2w
1•gnabgib•8m ago•0 comments

Show HN: Claw Kumite – AI Agent Combat Arena

https://clawkumite.com/
2•prettyblocks•9m ago•0 comments

Deploy OpenClaw on your own server in just one click

https://github.com/agentdaddie/agentdaddie
1•pushkar_aditya•11m ago•1 comments

New astronauts launch to ISS after medical evacuation

https://apnews.com/article/nasa-spacex-crew-12-space-station-fca7ba935ff24be606015d3c0c611512
1•gnabgib•14m ago•0 comments

Enhancing Democracy with AI

https://www.rand.org/global-and-emerging-risks/centers/pardee/dmdu-decision-making-under-deep-unc...
2•andsoitis•15m ago•0 comments

Show HN: Mcpcalc.com – collaborative math documents for people and agents

https://mcpcalc.com
1•stride•16m ago•0 comments

Show HN: Pure Metrics – Privacy-first web analytics, <1KB script

https://pure-metrics.app/
1•AdriByte-Studio•18m ago•0 comments

Show HN: United Humanity: FOSS, federated tools to end poverty via capability

https://united-humanity.us/
1•Shaostoul•18m ago•0 comments

Ronald Graham – How to do mathematics

https://www.youtube.com/watch?v=qJDhCTQnuMI
1•downboots•20m ago•0 comments

Reddit, Meta, & Google Voluntarily Gave DHS Info of Anti-ICE Users, Report Says

https://gizmodo.com/reddit-meta-and-google-voluntarily-gave-dhs-info-of-anti-ice-users-report-say...
4•arkadiyt•23m ago•0 comments

Show HN: Stato captures and transfers AI coding agent expertise across platforms

https://github.com/genecell/stato
1•prism2•25m ago•2 comments

Vibecoded this dev dashboard for fun in just 2h

https://yodatoshii.github.io/devDash/
1•0x4269•25m ago•0 comments

Which company is going to get hacked next? vote on Breachpool

https://breachpool.com
2•caseyjohnellis•25m ago•0 comments

ZFS Quickstart

https://eradman.com/posts/zfs-quickstart.html
1•vermaden•29m ago•0 comments

FreeBSD Bhyve and iPXE

https://eradman.com/posts/bhyve-ipxe.html
2•vermaden•29m ago•0 comments

Makers of AI chatbots that put children at risk face big fines or UK ban

https://www.theguardian.com/technology/2026/feb/15/ai-chatbots-children-risk-fines-uk-ban
2•chrisjj•30m ago•1 comments

Archival Data from NASA's Neowise Tracks Star Turning into Black Hole

https://www.jpl.nasa.gov/news/archival-data-from-nasas-neowise-tracks-star-turning-into-black-hole/
1•dylan604•30m ago•0 comments

Automated FreeBSD Install

https://eradman.com/posts/automated-freebsd-install.html
2•vermaden•30m ago•0 comments

Apps Are Dead

https://twitter.com/steipete/status/2022895591530062016
1•thisismytest•30m ago•0 comments

Show HN: Clawty - Text your Claude Code from anywhere

https://twitter.com/nogicryan/status/2023180396473753826
2•ryannampham•31m ago•0 comments

Runtime Validation in Type Annotations

https://blog.natfu.be/validation-in-type-annotations/
1•todsacerdoti•33m ago•0 comments

The Behilos Benchmark

https://awklab.com/behilos-benchmark
1•bediger4000•34m ago•0 comments

DIY / home built factory machines producing boat cleaning product

https://www.youtube.com/watch?v=WlcL-q5cDV4
1•lifeisstillgood•35m ago•0 comments

Launched Book Digest on PH – learned that users want 3x more depth

1•erichjef•35m ago•0 comments

More work on TBDFS; database-like file system for Plan9 [video]

https://www.youtube.com/watch?v=N19XR8VgzdQ
1•todsacerdoti•35m ago•0 comments

Software? No Way. We're an A.I. Company Now

https://www.nytimes.com/2026/02/14/business/dealbook/software-companies-ai.html
1•uxhacker•36m ago•0 comments

The motherhood penalty isn't as large as we think

https://plausiblyexogenous.substack.com/p/the-motherhood-penalty-isnt-as-large
3•doener•38m ago•1 comments