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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

An OPML list of (most) blogs participating in Blaugust

https://82mhz.net/posts/2026/08/an-opml-list-of-most-blogs-participating-in-blaugust/
1•speckx•9s ago•0 comments

Show HN: EvoChess – start with 8 pawns, evolve your army

https://penkovsky.github.io/evochess/
1•penkovsky•34s ago•0 comments

Claude for ADHD: The Coding Workflow I Built for My Brain

https://chudi.dev/blog/claude-code-adhd-workflows
1•thenobsta•4m ago•0 comments

Steeping through data and brewing a database

https://pv.wtf/posts/steeping-through-data
2•dracyr•4m ago•0 comments

Fuse.js

https://github.com/krisk/fuse
1•handfuloflight•4m ago•0 comments

Falco: Tiny browser engine written from scratch in Rust

https://github.com/poxk/Falco
2•adamnemecek•6m ago•0 comments

YouTuber Hank Green says his AI usage is 'not healthy'

https://old.reddit.com/r/nerdfighters/comments/1vbmoj5/on_hank_admitting_he_used_chatgpt_for_his_...
1•embedding-shape•6m ago•0 comments

GenRec: Towards LLM-Native Recommendation at Netflix

https://netflixtechblog.com/genrec-towards-llm-native-recommendation-at-netflix-f20be6f643e3
2•Uriopass•6m ago•1 comments

2012 Boeing 727 crash experiment

https://en.wikipedia.org/wiki/2012_Boeing_727_crash_experiment
1•handfuloflight•8m ago•0 comments

When You Reject Cookies, You Might Be Agreeing to Arbitration

https://blog.ericgoldman.org/archives/2026/07/when-you-reject-cookies-you-might-be-agreeing-to-ar...
1•HotGarbage•10m ago•0 comments

Metropolis 1998

https://yesbox.itch.io/metropolis1998
1•doener•10m ago•0 comments

Dogfooding at scale: migrating cdnjs to Cloudflare's Developer Platform

https://blog.cloudflare.com/cdnjs-dev-platform-migration/
1•CharlesW•11m ago•0 comments

How China Keeps Tabs on Foreigners

https://www.nytimes.com/2026/08/02/world/asia/china-surveillance-foreigners-database.html
3•adriand•11m ago•1 comments

Show HN: Growth-Ratio Energy Function as Leading Indicator of Agent Task Failure

https://vishalvermalabs.com/papers/empirical-lyapunov-stability-agent-failure/
1•visha1v•12m ago•0 comments

Show HN: Offline and Private AI Anime Girlfriend

https://play.google.com/store/apps/details?id=com.clarai&hl=en_US
1•clarai-waifu•12m ago•0 comments

Adopt AI or Die? "The God Test" proposes AI is an opportunity and epochal threat

https://newrepublic.com/article/213738/artificial-intelligence-god-test-adopt-ai-die
2•CharlesW•12m ago•1 comments

Get Claude Code for Free

https://www.bestmillionstartups.com/best/how-to-use-claude-code-for-free-2026
1•thebrevn•12m ago•0 comments

Self-healing agents are just a loop you forgot to build

https://www.lorekit.io/blog/self-healing-agents
1•mthines•16m ago•0 comments

The Wild Wild West of Lego Datacenters

https://newsletter.semianalysis.com/p/the-wild-wild-west-of-lego-datacenters
1•speckx•17m ago•0 comments

Why I Watch Soccer

https://unpredictabletokens.substack.com/p/why-i-watch-soccer
1•jac08h•17m ago•1 comments

Ask HN: Would you buy a Bambu Lab for microchips?

1•dylansuttonc•19m ago•1 comments

Show HN: YouTube Videos Matched to Duolingo Units

https://lingolingo.app/french-course-companion/section/1/unit/1
1•yunusabd•19m ago•1 comments

Harvesting SSH Credentials: Insights from My Honeypot Network

https://uphillsecurity.com/articles/harvesting-ssh-credentials-insights-from-my-honeypot-network/
3•whatbackup•21m ago•0 comments

DroidCap: OS Support for Capability-Based Permissions in Android (2019)

https://publications.cispa.de/articles/conference_contribution/DroidCap_OS_Support_for_Capability...
2•chme•22m ago•0 comments

Kimi K3 Is Open, Opus 5 Is Good, DeepSeek V4 Flash Is Cheap: LLMs on Baba Is You

https://quesma.com/blog/baba-kimi-k3-opus-5/
1•stared•23m ago•1 comments

AI-Powered Container Standardization

https://medium.com/capital-one-tech/introducing-ai-powered-container-standardization-2f9314cde883
1•speckx•24m ago•0 comments

Mexico became a surprise cornerstone of America's AI boom

https://www.ft.com/content/ac3274ac-86ca-46ac-bc7b-029fb9dcd173
3•paulpauper•27m ago•1 comments

Captain Bible Reverse Engineering

https://github.com/peterkelly/captain-bible-re
2•peterkelly•28m ago•0 comments

Linux back over 4% in the July 2026 Steam Survey

https://www.gamingonlinux.com/2026/08/linux-back-over-4-percent-in-the-july-2026-steam-survey/
3•speckx•31m ago•0 comments

AI is getting better at writing. Humans must get better at editing

https://economist.com/leaders/2026/07/30/ai-is-getting-better-at-writing-humans-must-get-better-a...
2•andsoitis•32m ago•0 comments