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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•10mo ago

Comments

anuragdt•10mo 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•10mo 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•10mo 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

Show HN: Kbot – AI agent that forges its own tools at runtime (MIT, $0)

https://github.com/isaacsight/kernel
1•isaacsight•25s ago•0 comments

The Last Contract: William T. Vollmann's Battle to Publish an Epic (2025)

https://www.metropolitanreview.org/p/the-last-contract
1•benbreen•31s ago•0 comments

When Do We Become Adults, Really?

https://www.newyorker.com/culture/annals-of-inquiry/when-do-we-become-adults-really
1•benbreen•40s ago•0 comments

The Loneliness of a Room of One's Own

https://newrepublic.com/article/206731/loneliness-room-one-virginia-woolf-hold-up
1•prismatic•45s ago•0 comments

Desperately Seeking Space Friends

https://reviewcanada.ca/magazine/2026/04/desperately-seeking-space-friends-review-the-pale-blue-d...
1•benbreen•57s ago•0 comments

The Cassandra of 'The Machine'

https://www.thenewatlantis.com/publications/the-cassandra-of-the-machine
1•Hooke•1m ago•0 comments

The US's largest offshore wind farm just produced its first power

https://electrek.co/2026/03/25/us-largest-wind-farm-just-produced-power-for-the-first-time/
1•toomuchtodo•5m ago•1 comments

Show HN: The Million Dollar Homepage, but for AI Agents

https://milliondollarbotpage.com/
1•pejmanjohn•6m ago•0 comments

When Humanoid Robots Come to a Small-Town Factory

https://www.wsj.com/business/south-carolina-schaeffler-plant-robots-d56c91d0
1•rguiscard•10m ago•1 comments

The world we live in was born of a 3,000-year old catastrophe [video]

https://www.youtube.com/watch?v=_ZGbsWKz_ns
1•slater•12m ago•0 comments

AI will optimize everything except your life. That's still on you

https://indignified.substack.com/p/ai-will-optimize-everything-except
1•ZguideZ•18m ago•0 comments

A Choice of Deadly Drones Is Only a Few Clicks Away

https://www.nytimes.com/2026/03/23/world/europe/ukraine-drones-marketplace-military-russia.html
1•lxm•23m ago•0 comments

LLM autonomously runs physics research across 5 PDE systems

https://github.com/michK/Autoresearch-for-Research
1•mike_krugs•23m ago•1 comments

Researchers at CERN transport antiprotons by truck in world‑first experiment

https://physicsworld.com/a/researchers-at-cern-transport-antiprotons-by-truck-in-world-first-expe...
1•oopsiremembered•29m ago•0 comments

WildClawBench

https://github.com/InternLM/WildClawBench
1•yhzan•29m ago•0 comments

AcademySoftwareFoundation DNA

https://github.com/AcademySoftwareFoundation/dna
1•qainsights•30m ago•1 comments

Meta's May Day

https://om.co/2026/03/25/metas-may-day/
2•gz5•34m ago•0 comments

Scammers have virtual smartphones on speed dial for fraud

https://www.theregister.com/2026/03/25/virtual_smartphones_fraud/
1•Brajeshwar•34m ago•0 comments

Show HN: Nit – I rebuilt Git in Zig to save AI agents 71% on tokens

https://justfielding.com/blog/nit-replacing-git-with-zig
15•fielding•39m ago•8 comments

Let's Not Confuse Labor's Problems with White-Collar AI Doomerism

https://www.damagemag.com/p/lets-not-confuse-labors-problems
1•abetusk•41m ago•0 comments

The personal relation between Phil K. Dick and Robert Heinlein

https://scifi.stackexchange.com/questions/1555/on-the-personal-relation-between-phil-k-dick-and-r...
1•wslh•43m ago•0 comments

Toggle macOS battery icon with plug/unplug

https://github.com/dceddia/battery-icon-toggle
1•dceddia•46m ago•0 comments

Show HN: Ultrahuman Ring API Dashboard (E-Ink)

https://github.com/Jay9185/TRMNL-ULTRAHUMAN
1•jerr9185•48m ago•1 comments

Mojo's Not (Yet) Python

https://theconsensus.dev/p/2026/03/12/mojos-not-yet-python.html
1•tuananh•52m ago•0 comments

Show HN: LookGood Live – Chrome plugin enhances your appearance on camera video

https://webcameffects.app/en/extensions/looksgood-live/
1•mda_damico•58m ago•0 comments

Meta, Google lose US case over social media harm to kids

https://www.reuters.com/legal/litigation/jury-reaches-verdict-meta-google-trial-social-media-addi...
3•1vuio0pswjnm7•1h ago•1 comments

Six open table formats compared across 5 architectural forks

https://medium.com/@shaoting.huang/the-table-format-wars-4daa6ba3dd84
1•fujidanbao•1h ago•0 comments

I am looking for a good partner for freelancing

https://www.indiehackers.com/post/i-am-looking-for-a-good-partner-for-freelancing-932752965c
1•topdeveloper424•1h ago•0 comments

Async, Sync, in Between

https://antfu.me/posts/async-sync-in-between
1•luispa•1h ago•0 comments

Comparison of embedding size reduction methods for vector search

https://corvi.careers/blog/vector-search-embedding-compression/
1•sp1982•1h ago•0 comments