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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

What counts as cooking? In defense of the store-bought sauce

https://iza.ac/posts/2026/06/what-counts-as-cooking/
1•mooreds•2m ago•0 comments

When Matt Taibbi Met Mike Benz

https://agentsofinfluence.substack.com/p/when-matt-taibbi-met-mike-benz
1•hn_acker•4m ago•0 comments

Classifying Capabilities (Extended Version)

https://arxiv.org/abs/2607.24504
1•matt_d•12m ago•0 comments

Annessaia – a sandboxed WASM app runtime with its own UI toolkit

https://github.com/vm100900/annessaia
1•virenmane•13m ago•0 comments

Is the IDE Dead?

https://textlog.cc/post/251
2•s-xyz•21m ago•0 comments

Solving Legal Problems with Dags

https://lexifina.com/blog/solving-legal-problems-with-dags
2•alansaber•21m ago•0 comments

Project Lana attempts to formalize hard to understand Mochizuki's IUT in Lean

https://anabelian.org/
2•ur-whale•23m ago•1 comments

Simplest CMS you'll ever need. Manage content right in your GitHub repository

https://pagescms.org/
3•Leftium•26m ago•0 comments

Atlas of Surveillance

https://www.atlasofsurveillance.org/
1•bookofjoe•26m ago•0 comments

The worlds longest song makes a chord change

https://www.msn.com/en-us/music/news/the-worlds-slowest-organ-concert-makes-a-chord-change/vi-AA2...
2•thatxliner•28m ago•0 comments

Am I the problem? Interviewing another team to find out

https://www.macchaffee.com/blog/2026/am-i-the-problem/
2•birdculture•44m ago•0 comments

A quick look at zero-knowledge proofs

https://bernsteinbear.com/blog/zkp/
3•tekknolagi•45m ago•1 comments

First JDK 28 Early-Access Build Including JEP 401: Value Objects

https://jdk.java.net/28/
1•mfiguiere•45m ago•0 comments

Kona EBMS – energy based models

https://logicalintelligence.com/kona-ebms-energy-based-models
1•binyu•45m ago•0 comments

Laws of Development

https://gavin.wtf/blog/laws-of-development/
2•gavino•49m ago•0 comments

Energy-Based Models Explained: The AI Beyond Next-Token [video]

https://www.youtube.com/watch?v=NYmXYF8A3Q4
1•binyu•51m ago•0 comments

Software as Executable Domain Knowledge

https://swipeleft.ai/servicematch/papers/software-as-executable-domain-knowledge/
3•jamesrbockrath•53m ago•0 comments

Graphify – Less token use for Claude Code

https://github.com/Graphify-Labs/graphify
2•potatobox•54m ago•0 comments

X changes revenue sharing to reward original content

https://twitter.com/XCreators/status/2085835082166653393
2•judah•1h ago•0 comments

Show HN: Agent Tunnels – coding agents collaborate across companies

https://agenttunnels.com/
2•lakshman111•1h ago•2 comments

Chilean Supreme Court ruling on the protection of brain activity 2023

https://pmc.ncbi.nlm.nih.gov/articles/PMC10929545/
2•rmason•1h ago•1 comments

Show HN: Tocic – Chatbot table of content browser extension

https://addons.mozilla.org/en-US/firefox/addon/tocic-chatbot-table-of-content/
1•a_c•1h ago•0 comments

Ex-Gawker editor AJ Daulerio on life after addiction

https://www.theguardian.com/media/ng-interactive/2026/aug/06/aj-daulerio-gawker-sobriety-addiction
2•Michelangelo11•1h ago•0 comments

Biomes – Exotic Matter Chapter 1 Now Available (Indie Mmorpg)

https://www.glitch.fun/games/42de534c-600f-4228-af9e-b69faef94cce/play
1•bingewave•1h ago•0 comments

How and Why I Stopped Buying New Laptops (2020)

https://solar.lowtechmagazine.com/2020/12/how-and-why-i-stopped-buying-new-laptops/
1•downbad_•1h ago•2 comments

Archive of Animal Photography Reveals 18,000 Species and Counting

https://www.smithsonianmag.com/science-nature/this-amazing-archive-of-animal-photography-reveals-...
3•sohkamyung•1h ago•0 comments

Right to Repair–For Your Body

https://fourthievesvinegar.org/
6•_____k•1h ago•0 comments

Show HN: Dirblock+envblock – tiny whitelist guards for dirs and env secrets

https://github.com/roku-oss/dirblock
2•pfrench42•1h ago•1 comments

Show HN: More Branchless Optimization

https://sites.google.com/view/david-kooi/blog/branchless_in_c
1•kooi•1h ago•0 comments

Show HN: Turnfeed – a social feed inside ChatGPT

https://chatgpt.com/plugins/plugin_asdk_app_69f121f489748191a86a5a4f1dbe27b2?q=turnf
1•TheodorNEngoy•1h ago•0 comments