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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

Poison Song Teaser (2025)

https://www.tamriel-rebuilt.org/content/poison-song-teaser
1•kqr•58s ago•0 comments

Puffling spotted at colony in 'danger of extinction'

https://www.bbc.com/news/articles/cx2rv02dky2o
1•paulpauper•1m ago•0 comments

Claude Opus 5

https://artificialanalysis.ai/models/claude-opus-5
1•pranshuchittora•2m ago•0 comments

FDA panel votes to place popular peptide BPC-157 on compounding list

https://www.reuters.com/business/healthcare-pharmaceuticals/fda-panel-votes-place-popular-peptide...
1•brandonb•3m ago•0 comments

Clay Garden

https://claygarden.jp
1•mortenjorck•5m ago•0 comments

Ukraine May Have Manipulated Russian Air Defenses into Downing Their Own Su-57

https://united24media.com/world/ukraine-may-have-manipulated-russian-air-defenses-into-downing-th...
1•DemiGuru•5m ago•0 comments

A Tournament Nobody Can Buy

https://kaylamity.com/essays/a-tournament-nobody-can-buy/
1•crunchbang123•6m ago•0 comments

Flet: Build cross-platform apps in Python

https://flet.dev/
1•theanonymousone•6m ago•0 comments

Clickit best free tool for agentic workspace for founders

https://github.com/rohankc69/clickit
1•rohankc_01•7m ago•1 comments

Sony's decision to ditch discs was practically inevitable, data shows

https://arstechnica.com/gaming/2026/07/the-playstation-game-disc-was-dying-long-before-sony-pulle...
2•bpierre•8m ago•1 comments

Ukraine may be winning World War III for an oblivious West

https://thehill.com/opinion/national-security/5983182-ukraine-wins-wwiii/
2•MilnerRoute•8m ago•1 comments

Raspberry Pi Touch Display 2 10-Inch Model Launches

https://www.phoronix.com/news/10-inch-Raspberry-Pi-Touch-2
1•DemiGuru•10m ago•0 comments

The MoQ Alliance: Organization Dedicated to Making Media over QUIC Successful

https://moqalliance.org/
1•mondainx•12m ago•0 comments

Notion Code: Build and update Notion programmatically in bulk

https://app.notion.com/p/notionambassadors/How-to-use-Notion-as-Code-3973139dbfef802eb77cfbe7cf08...
1•dibujaleojos•15m ago•0 comments

You can now use a selfie video to log into your Google Account

https://twitter.com/Google/status/2080284006512201760
1•nullpt_rs•15m ago•1 comments

Accidental data loss in Claude Code and OpenAI Codex: when AI deletes user files

https://firasd.substack.com/p/accidental-data-loss-in-claude-code-openai-codex-ai-agent-harness-f...
2•firasd•15m ago•1 comments

OpenAI API Is Down

3•whyage•17m ago•1 comments

Fail-closed enforcement for AI agents: deny what you cannot verify

https://github.com/Fame510/SHACKLE
1•SHACKLE-PRO-•18m ago•0 comments

Show HN: PGP Manager – a modern, user-friendly alternative to Kleopatra

https://github.com/developaaah/pgp-manager
1•developaaah•18m ago•0 comments

MAI-Image-2.5-Pro and MAI-Voice-2-Flash

https://microsoft.ai/news/introducing-mai-image-2-5-pro-and-mai-voice-2-flash/
2•ai2027•19m ago•0 comments

AMD's Instinct MI455X: Aiming for the Sun

https://chipsandcheese.com/p/amds-instinct-mi455x-aiming-for-the
1•pixelpoet•21m ago•0 comments

Godot: Command Line Tutorial

https://docs.godotengine.org/en/stable/tutorials/editor/command_line_tutorial.html
1•evolve2k•21m ago•0 comments

We self-host DeepSeek V4 Flash on AWS spot instances

https://twitter.com/Vercantez/status/2080326597757087859
1•skeptrune•21m ago•0 comments

Industrial Society and Its Future (Text of Unabomber Manifesto)

https://archive.nytimes.com/www.nytimes.com/library/national/unabom-manifesto-1.html
2•pcfwik•21m ago•0 comments

Qwen 3.8-Max: Interviewing the AI About Itself

https://manish.sh/writings/models/inside-qwen-3-8-max-preview-reverse-engineering-an-ai-assistant...
2•ms7892•24m ago•0 comments

Augmental MouthPad is a tongue-controlled touchpad/trackpad

https://www.cnx-software.com/2026/07/23/augmental-mouthpad-tongue-controlled-touchpad-trackpad/
2•jandeboevrie•24m ago•1 comments

You don't need an LLM to cluster LLM traces

https://seldon-ai.com/blog/you-dont-need-an-llm-to-cluster-llm-traces
1•nlpnerd•25m ago•0 comments

Show HN: Syncle – Open-source real-time database synchronization engine

https://github.com/osmanahmadxai/SYNCLE
2•osmanahmadxai•25m ago•0 comments

I use the GPL and not Cuck Licenses

https://lukesmith.xyz/articles/why-i-use-the-gpl-and-not-cuck-licenses/
1•tiagod•25m ago•0 comments

Shitty – A New Terminal Emulator

https://github.com/pg83/shitty
1•zX41ZdbW•32m ago•0 comments