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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

Show HN: Paperclip.inc

https://paperclip.inc/
1•stubbi•2m ago•0 comments

MCP Code Review Server – AI code review in your editor

https://github.com/GoodJobwilliam/aicraft/tree/main/products/mcp-code-review
1•williamXue•3m ago•0 comments

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...
1•firasd•4m ago•0 comments

Use Your Brain: Engineering Standards in the Age of LLMs

https://pgaleone.eu/ai/2026/07/26/use-your-brain/
1•me2too•4m ago•0 comments

Elide – One binary. Many languages. Native performance

https://elide.dev
1•Alifatisk•6m ago•0 comments

Anubis bypass shows bot proof-of-work mostly catches low-effort scrapers

https://runtimewire.com/article/anubis-bypass-proof-of-work-bot-wall-limits
1•ryanmerket•8m ago•0 comments

Show HN: A browser-based video editor that renders videos directly with FFmpeg

https://github.com/thiagoalbrecht/weave
1•thiagoas•9m ago•0 comments

'I'm not a programmer' anymore: Linus Torvalds

https://www.zdnet.com/article/open-source-summit-linus-torvalds/
1•cybermango•9m ago•0 comments

3D-printed F-14 Tomcat uses FPGA recreation of the first microprocessor

https://www.tomshardware.com/pc-components/cpus/3d-printed-f-14-tomcat-uses-an-fpga-recreation-of...
1•sbulaev•10m ago•0 comments

Micleus is the mind. NICLEUS is the heart. Together they form SEMA

https://micleus.netlify.app/
1•aleintour•10m ago•0 comments

The Tentacle Economy

https://okulez.com/blog/the-tentacle-economy
1•oku_research•11m ago•0 comments

Show HN: Spellfolio – A multiplayer stock trading game with psychics and wizards

https://www.spellfolio.com/
1•pandaman28•13m ago•0 comments

Things you didn't know about indexes

https://jon.chrt.dev/2026/04/15/things-you-didnt-know-about-indexes.html
1•fagnerbrack•16m ago•0 comments

A simple clustering algorithm for lists

https://cassidoo.co/post/clustering-tiles/
1•fagnerbrack•16m ago•0 comments

A PDF Parser from the 80s Beats Claude (and They Use It Internally)

https://fagnerbrack.com/a-pdf-parser-from-the-80s-beats-claude-and-they-use-it-internally-8ee45a5...
1•fagnerbrack•16m ago•0 comments

Show HN: One layout pass, two outputs – a PDF and an editable PowerPoint deck

1•demchaav•17m ago•0 comments

We Removed React Server Components from Tanstack.com

https://tanstack.com/blog/we-removed-rsc-from-tanstack-com
1•matijash•18m ago•0 comments

How to Give Away Your AI Money

https://also.roybahat.com/how-to-actually-give-away-your-ai-money-01f2c411abde
1•bookofjoe•20m ago•0 comments

Daily Neo and PHA Asteroid Close-Approach Report by Astrophyzix Observatory

https://www.astrophyzix.com/
1•SpacenewsUK•21m ago•0 comments

Show HN: Exercise snack reminders for iOS/Android, no server, one-time purchase

https://getsnack.app
1•michaelyoon•21m ago•0 comments

Show HN: I built Gnoseed – free flahscards to learn K8s, DevOps, AI and more

https://gnoseed.com
1•Agoreddah•22m ago•0 comments

Death of the Author

https://www.emgoto.com/books/death-of-the-author/
1•Brajeshwar•22m ago•0 comments

Show HN: GitCharta, generate a snapshot of any GitHub user's global network

https://gitcharta.vercel.app/
2•ThierryRkt•27m ago•1 comments

Show HN: Bounce, a distributed chat app that protects metadata

https://github.com/bounce-chat/bounce
2•hkparker•27m ago•0 comments

Design.md for Design in Claude Code

https://aifordevelopers.substack.com/p/designmd-for-design-in-claude-code
3•dariubs•29m ago•0 comments

AI and Human Collaboration via Human Tool Mediated Loop

https://blog.codesolvent.com/2026/07/ai-human-collaboration-via-human-tool.html
1•Edmond•34m ago•0 comments

The first Windows app that automatically reduces loud TV commercials

https://github.com/AdBusterOfficial/Adbuster--WinApp
1•Bo_Amigo_910•36m ago•1 comments

Natural Language Processing

https://oecs.mit.edu/pub/vfg47thc/release/1/
2•Anon84•36m ago•0 comments

Lebanese displaced by war turn to satellites to check their homes

https://text.npr.org/g-s1-124672
2•mooreds•36m ago•0 comments

First impressions of life as a Fellow at King's

https://countingfromzero.blog/2026/07/26/first-impressions-of-life-as-a-fellow-at-kings/
2•mooreds•36m ago•0 comments