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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•1y ago

Comments

anuragdt•1y 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•1y 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•1y 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

Three Ways to See Distance – Camera in Robotics

https://atomsfrontier.substack.com/p/three-ways-to-see-distance
1•jpatel3•1m ago•0 comments

ExtendDB – open-source DynamoDB-compatible API adapter with pluggable storage

https://github.com/ExtendDB/extenddb
1•akajla•1m ago•0 comments

AutoViz: The last project by Leland Wilkinson

https://github.com/h2oai/autoviz
1•johnygomez•1m ago•1 comments

Beyond Deterministic Surfaces: Uncertainty-Aware Geometry Processing

https://blog.siggraph.org/2026/05/beyond-deterministic-surfaces-uncertainty-aware-geometry-proces...
1•rbanffy•1m ago•0 comments

Crypto industry braces for quantum computing threat

https://www.ft.com/content/99c1c1e7-1a1c-479c-9fc8-e21aea5c3f0e
1•JumpCrisscross•2m ago•0 comments

Department of War Publishes Second Release of UFO Files

https://twitter.com/DeptofWar/status/2057799788003737844
1•keepamovin•3m ago•0 comments

Redframes

https://github.com/maxhumber/redframes
1•tosh•3m ago•0 comments

Large language models pass a standard three-party Turing test

https://www.pnas.org/doi/10.1073/pnas.2524472123
2•geox•8m ago•0 comments

AI Edits a Classical Chinese Paper: Multi-Model Stress Test

https://zenodo.org/records/20343571
1•AICHEN•8m ago•0 comments

UK scientists developing new Ebola vaccine that could be ready in months

https://www.bbc.co.uk/news/articles/cy82gkr7xzlo
2•asplake•9m ago•0 comments

China's AI optimism isn't what it seems

https://www.chinatalk.media/p/chinas-ai-optimism-isnt-what-it-seems
2•speckx•10m ago•0 comments

Department of War Publishes Second Release of UAP Files

https://www.war.gov/UFO/?releaseDate=Release+02#records
1•keepamovin•10m ago•0 comments

Quadball Europe Announces European Quadball Cup 2026

https://www.quidditcheurope.org/post/quadball-europe-announces-european-quadball-cup-2026
1•throw_await•11m ago•0 comments

Ask HN: How much AI is in your writing?

2•js98•11m ago•3 comments

Open Source Silicon: the RedHat model works for chip design

https://www.youtube.com/watch?v=MAgHmIu1bK8
2•johncole•11m ago•0 comments

Many-Valued Logic

https://en.wikipedia.org/wiki/Many-valued_logic
1•the-mitr•12m ago•0 comments

Show HN: LLM-mock – Record real LLM API responses once, replay them in tests

https://pypi.org/project/llm-mock
1•roman_t•13m ago•0 comments

Agent-Based Modeling for Simulating U.S. Presidential Elections

https://arxiv.org/abs/2512.05982
1•ian_j_butler•13m ago•0 comments

Vibedock – macOS menu bar app to toggle Claude Code MCP servers

https://vibedock.dev/
1•TheoWtmn•13m ago•0 comments

VSCode Feature Request: Permissions, Sandboxing and Update Management (2018)

https://github.com/microsoft/vscode/issues/52116
1•airstrike•14m ago•0 comments

Hollywood Secures Broad "Omnibus" Pirate Site Blocking Order in UK High Court

https://torrentfreak.com/hollywood-secures-broad-omnibus-pirate-site-blocking-order-in-uk-high-co...
2•austinallegro•16m ago•0 comments

LZ77 decode at 9,903 MB/s: how we broke the sequential bottleneck on CPU

https://twitter.com/yasha1971/status/2057485786514125149
1•tosh•17m ago•0 comments

Linux95apps – Small and fast components that mimic Windows 95 on Linux

https://github.com/HalanoSiblee/linux95apps
1•ashitlerferad•17m ago•0 comments

Interactive Polls for Slidev

https://github.com/asm0dey/slidev-polls/
1•asm0dey•18m ago•0 comments

Goes to Eleven (2020)

https://bits.houmus.org/2020-01-28/this-goes-to-eleven-pt1
1•tosh•18m ago•0 comments

Epos Daimon, the Antifascist Magic School for Teens

https://mssv.net/2026/05/22/epos-daimon-the-antifascist-magic-school-for-teens/
1•adrianhon•19m ago•1 comments

Six search engines worth trying now that Google isn't Google anymore

https://techcrunch.com/2026/05/21/six-search-engines-worth-trying-now-that-google-isnt-really-goo...
1•dreamcompiler•20m ago•0 comments

Warp drive with positive invariant energy density, global Hawking-Ellis Type I

https://arxiv.org/abs/2512.18008
1•dan-bailey•21m ago•0 comments

Show HN: Wwwatch, a daily journal of AI tooling news filtered for builders

https://www.wwwatch.dev/
1•massmr•22m ago•0 comments

Diia - Ukraine gov app launched AI agent based on Google Gemini

https://babel.ua/en/news/126979-diia-launched-its-own-ai-agent-in-the-application-what-services-d...
1•defly•23m ago•0 comments