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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

Elon Musk's AI data center sparks fight over who can enforce clean air laws

https://www.latimes.com/business/story/2026-06-30/elon-musks-massive-ai-data-center-sparks-fight-...
1•1vuio0pswjnm7•2m ago•0 comments

Short story accused of being AI-written wins overall Commonwealth prize

https://www.theguardian.com/books/2026/jul/01/judges-claims-ai-use-commonwealth-short-story-prize...
1•breve•3m ago•0 comments

Voters Are Turning on AI

https://www.economist.com/podcasts/2026/06/29/voters-are-turning-on-ai
3•1vuio0pswjnm7•3m ago•0 comments

What Is Linux Swap, and Should You Enable It?

https://blog.lyc8503.net/en/post/21-swap-setup/
1•uneven9434•8m ago•0 comments

The Revolt Against Technology [video]

https://www.youtube.com/watch?v=vhYS1diXZMM
2•inatreecrown2•10m ago•0 comments

Self Hosted LLM Gateway and Feature Rich Chat UI with RBAC

https://github.com/croit/llm-gateway
1•Mave83•11m ago•0 comments

ProGPU – a high-performance, GPU-first UI framework

https://github.com/wieslawsoltes/ProGPU
1•bj-rn•12m ago•0 comments

Patterncollider: Generate and explore quasiperiodic tiling patterns

https://github.com/aatishb/patterncollider
2•tobr•14m ago•0 comments

The Scanline Sweeper: A Glyph Rendering Algorithm [video]

https://www.youtube.com/watch?v=B9bztU1sTFA
1•bj-rn•16m ago•0 comments

Show HN: I built a free Windows video player with real-time frame interpolation

https://github.com/eVersor-HN/FindAFrameInterpolation/releases/tag/v1.5.9
1•eVersor•22m ago•0 comments

Why OpenAI and Anthropic may struggle to float

https://www.ft.com/content/7bff5ad3-a7dc-4641-be97-7f383446ff75
1•1vuio0pswjnm7•23m ago•0 comments

Show HN: DonnyClaude – a verified workflow engine for Claude Code

https://github.com/d0nmega/donnyclaude
1•d0nmega•24m ago•1 comments

When you fly, you fly with ICE

https://papersplease.org/wp/2026/04/08/when-you-fly-you-fly-with-ice/
2•greyface-•24m ago•0 comments

Show HN: Open Science, open-source alternative to Claude Science

https://github.com/ai4s-research/open-science
3•aiboost•27m ago•0 comments

Show HN: I made the Chrome Dino Game editable by your AI prompts

https://vibedino.com
2•johnnyapple•29m ago•0 comments

Twain Town, USA

https://theamericanscholar.org/twain-town-u-s-a/
2•prismatic•34m ago•0 comments

Study: AI Writing Strips Mystery and Complexity from Stories

https://neurosciencenews.com/ai-writing-mystery-complexity-creativity-30978/
1•giuliomagnifico•36m ago•0 comments

ClaimMate AI – We'd Love Your Feedback

https://claimmateai.pro/
1•hfhfdhf•37m ago•1 comments

Show HN: CertLeaf helps event organizers issue verifiable E-certificates

https://certleaf.com/
1•vachanmn123•38m ago•0 comments

AI Workflows Need Topological Sort

https://arpitbhayani.me/blogs/ai-topological-sort/
2•aishwarydongre•40m ago•0 comments

Meta's AI Storage Blueprint at Scale

https://engineering.fb.com/2026/07/01/data-infrastructure/metas-ai-storage-blueprint-at-scale/
1•MasterScrat•43m ago•0 comments

Show HN: Block Blast Solver – Android app for when you get stuck

https://onlineblockblastsolver.com/block-blast-apk/
1•huzaifasinan•43m ago•0 comments

SkillOpt: Executive Strategy for Self-Evolving Agent Skills

https://github.com/microsoft/SkillOpt
1•cheekyant•44m ago•0 comments

HTTP API Design Guide

https://geemus.gitbooks.io/http-api-design/content/en/
1•jcbhmr•57m ago•0 comments

Home made GPU escalated quickly [video]

https://www.youtube.com/watch?v=qMR3IXF2sWw
1•bane•58m ago•0 comments

The Evolution of Agents: From Context Engineering to Long-Running Harnesses

https://jinyansu1.github.io/blog/2026/07/agent-context-engineering-long-running-harness/
1•vinhnx•1h ago•0 comments

Tea App Checker

https://teaappchecker.com
2•thefirstname322•1h ago•0 comments

Cisco Killed Smartlook – Good Riddance for Expensive Pricing

https://www.cisco.com/c/en/us/products/collateral/software/smartlook-com-eol.html
1•mrr7337•1h ago•0 comments

ChorusGraph – Agent graph runtime (not a LangGraph wrapper) with built-in cache

https://github.com/insightitsGit/ChorusGraph
1•insightits•1h ago•0 comments

Cargo-nextest: 3x faster than cargo test, per-test isolation, first-class CI

https://nexte.st/
1•nateb2022•1h ago•0 comments