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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

Wrapture

https://grahamdumpleton.me/posts/2026/08/introducing-wrapture/
1•simonw•1m ago•0 comments

Engineering a support "teammate" with human memory

https://www.coinbase.com/blog/ceecil-engineering-a-support-teammate-with-human-memory
1•dukebartnik•5m ago•0 comments

P99 0 ms* autocomplete for 240M domain names

https://ruurtjan.com/articles/p99-0ms-autocomplete-for-240-million-domain-names
1•dbalatero•7m ago•0 comments

Transfer files over an Ethernet patch cable

https://maurycyz.com/misc/etherfiles/
1•jllyhill•8m ago•0 comments

Language Trees and Zipping

https://arxiv.org/abs/cond-mat/0108530
1•zainhsn•9m ago•0 comments

Workers Builds Are Degraded – Cloudflare Status

https://www.cloudflarestatus.com/incidents/yj2zk6n6rz1c
1•kyisaiah47•11m ago•0 comments

Not All Optical Interconnect Startups Are Building the Same Thing

https://invisiblelayerhw.substack.com/p/not-all-optical-interconnect-startups
1•missionfission•15m ago•0 comments

Urban Dead is shutting down

https://urbandead.com/shutdown.html
2•potomak•16m ago•1 comments

Salad Theory

https://saladtheory.github.io/
1•colinprince•16m ago•0 comments

Show HN: ScriptSpool – Create code animations in the browser

https://scriptspool.pixzens.com/en
1•MikeLuLu•23m ago•0 comments

Google Maps now shows "Lake America"

https://www.thehindu.com/news/international/google-maps-now-shows-lake-america-in-us-not-lake-ont...
1•tesnorindian•24m ago•1 comments

Hugo Awards

https://www.thehugoawards.org/hugo-history/2026-hugo-awards/
2•demritocracy•27m ago•0 comments

Show HN: Growtics – an AI growth agent that tells you what to do next

https://growtics.io
1•jabed•28m ago•0 comments

Show HN: MaCcyP – coding agents push text to a clipboard manager's Agents view

https://github.com/harleensahni/MaCcyP
1•hstun•30m ago•0 comments

On Inevitability

https://borretti.me/article/on-inevitability
2•nozzlegear•33m ago•0 comments

Implicit Function Theorem (IFT)

https://en.wikipedia.org/wiki/Implicit_function_theorem
1•peter_d_sherman•33m ago•1 comments

SolarWindow launches 0.85 mm-thick, self-adhesive solar film

https://www.pv-magazine.com/2026/08/27/https-www-pv-magazine-com-2026-08-27-solarwindow-launches-...
8•thelastgallon•38m ago•4 comments

Enormous 12TB Steam leak includes abandoned Half-Life 2: Episode 3 assets

https://www.theverge.com/games/986552/12tb-steam-leak-half-life-2-episode-3
4•droidjj•41m ago•1 comments

The Deadline Dividend

https://deadline-dividend.onrender.com
3•gmays•42m ago•0 comments

Show HN: Prove your code produced your claims without making reviewers rerun it

https://github.com/27-GROUP/kveritas-go/
2•Mkld27•43m ago•0 comments

Flock Safety's controversial CEO just got a taste of his own medicine

https://www.neowin.net/news/the-ceo-of-americas-biggest-surveillance-network-just-got-a-taste-of-...
18•devonnull•43m ago•2 comments

The Verification Gap: Who Audits the Agents?

https://gist.github.com/ecksbe/c48919c653ec2fba4b9ee17eb534efc3
3•evidence-lab•43m ago•0 comments

Mark Zuckerberg sends message to Meta employees

https://www.thestreet.com/technology/mark-zuckerberg-shocking-message-meta-employee-layoffs-artif...
3•georgecmu•44m ago•0 comments

Ask HN: What do your job interviews look like? (August 2026)

4•Hixon10•44m ago•0 comments

Why do I lose my passion and want to do nothing?

37•hanstyle•47m ago•18 comments

Agency and Agents

https://www.oneusefulthing.org/p/agency-and-agents
2•swolpers•47m ago•0 comments

Show HN: App design that combines Reddit and Gmail for private treelike convos

4•tsydenzhap•47m ago•3 comments

Glean: Run an AI skill only over what changed since it last ran

https://github.com/amalucelli/glean
2•malucelli•48m ago•0 comments

DDoS Attack Breaks Beloved Video Game Wiki After AI Bro Was Banned

https://kotaku.com/ddos-attack-breaks-beloved-video-game-wiki-after-ai-bro-was-banned-2000729335
2•razorbeamz•48m ago•0 comments

Steer: Deny or rewrite an AI agent's tool calls before they run

https://github.com/amalucelli/steer
2•malucelli•49m ago•0 comments