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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

Sodium Bicarbonate for In-Hospital Cardiac Arrest – A Randomized Clinical Trial

https://jamanetwork.com/journals/jama/fullarticle/2850405
1•bookofjoe•1m ago•0 comments

Solid-state batteries are now powering EVs in the real world

https://electrek.co/2026/06/11/solid-state-batteries-now-powering-evs-in-real-world/
1•breve•2m ago•0 comments

How to prepare for interview in the new AI era

https://medium.com/@amney.mounir/data-analyst-interviews-are-changing-with-ai-and-you-better-be-r...
1•amnito•2m ago•2 comments

The social consequences of AI delegation

https://arxiv.org/abs/2606.11058
1•Anon84•3m ago•0 comments

No-One Is Going to Buy Your Videogame

https://illomens.itch.io/no-one-is-going-to-buy-your-game
1•generichuman•4m ago•0 comments

We recommend Highway over std:SIMD

https://github.com/google/highway/blob/master/g3doc/std_simd_comparison.md
1•ndiddy•4m ago•0 comments

Oracle and the AI Boom's Hidden Debt Bomb

https://www.inc.com/fast-company-2/oracle-ai-boom-hidden-debt-nvidia-jensen-huang/91357055
2•PessimalDecimal•5m ago•0 comments

Socratic Spiral Learning with LLMs

https://abhichavali.com/posts/socratic-spiral-learning-with-llms/
1•chabi•19m ago•0 comments

Show HN: Spin up MCU simulations like VMs

https://simulator86.com/blog/simulator86-sdk/
1•grog_6•29m ago•0 comments

Trump admin blocks foreign access to Anthropic's most powerful AI models

https://www.axios.com/2026/06/12/anthropic-trump-mythos-fable-national-security
18•some-guy•46m ago•5 comments

Show HN: Full-self browsing - agents can drive any web task using this CLI Skill

https://www.webcli.sh/?hn
1•keepamovin•46m ago•0 comments

Humans in the Way [video]

https://www.youtube.com/watch?v=ruzZ5UDm-MM&list=PLyfdekfVUs1zBkdxO99rhEJ695mMzGso6
1•satisfice•50m ago•1 comments

Quantum Field Screensaver

https://rogmash.neocities.org/quantumfield
2•rogmash•53m ago•0 comments

Ask HN: What will be the next big memory management system for AI Agents?

1•AlanAAG•53m ago•1 comments

Mexico's president meeting with Ben Horowitz, from a16z

https://twitter.com/Claudiashein/status/2065497274893905938
2•aylmao•55m ago•1 comments

UnpredictaBench: A Benchmark for Evaluating Distributional Randomness in LLMs

https://arxiv.org/abs/2606.06622
1•matt_d•56m ago•0 comments

Show HN: Pilang – A scripting language and VM written in C

https://github.com/rolandbrake/pilang
1•rolandbrake•57m ago•0 comments

The Mysterious Woman Behind the Nord Stream Explosion

https://www.wsj.com/world/europe/nord-stream-explosion-pipeline-9a109da9
2•nradov•1h ago•0 comments

Glacial Valley

https://github.com/deedy/glacial-valley
1•tanelpoder•1h ago•0 comments

Linear Algebra Kernels for the Age of Research

https://www.gpumode.com/news/linear-algebra-kernels-age-of-research
1•matt_d•1h ago•0 comments

Russia builds up infrastructure near Europe's border to deploy over 100k troops

https://www.pravda.com.ua/eng/news/2026/06/10/8038671/
2•Bender•1h ago•0 comments

From a Single File to an MCP Server: Six Rewrites of My Own Harness

https://pub.towardsai.net/from-a-single-file-to-an-mcp-server-six-rewrites-of-my-own-harness-74b4...
3•tacoda•1h ago•0 comments

Agentifying Agent Assessment for Openness, Standardization, and Reproducibility

https://arxiv.org/abs/2606.13608
1•tcp_handshaker•1h ago•0 comments

Pink Cosmo Blueberries

https://www.baldorfood.com/product/blueberries/be3p-pink-cosmo-blueberries
1•mooreds•1h ago•0 comments

Why Tomatoes Are the Most Expensive They've Been in Four Decades [audio] [video]

https://www.youtube.com/watch?v=pUrIlUAo0kM
1•mooreds•1h ago•0 comments

What Do Engineers Mean When We Say "Taste"?

https://davegriffith.substack.com/p/what-do-engineers-mean-when-we-say
1•mikez302•1h ago•0 comments

Latent learning: episodic memory complements parametric learning

https://openreview.net/forum?id=RuWGeX5ZiB
2•matt_d•1h ago•0 comments

Erdős Problems and Speculations about the Power of AI Models

https://www.youtube.com/watch?v=KbNctTQnVHI
1•maayank•1h ago•0 comments

Show HN: Agent Joe – a Rust only coding agent with no shell access

https://github.com/Kapperchino/agent-joe
1•kapperchino•1h ago•0 comments

I Think They [Anthropic] Are Lying to You [video]

https://www.youtube.com/watch?v=zfYsSFY4l18
28•salutis•1h ago•12 comments