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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

3G at Last

https://nickvsnetworking.com/3g-at-last/
1•birdculture•38s ago•0 comments

The malignant rise of OnlyFans managers

https://www.theguardian.com/society/2026/jun/18/malignant-rise-onlyfans-managers-exploiting-groom...
1•mukmuk•2m ago•1 comments

An AI chief of staff for founders who can't afford one

https://useairo.co
1•vidit99•4m ago•0 comments

The rise of illegal tobacco in Australia tracked in wastewater

https://www.abc.net.au/news/2026-08-10/charting-the-rise-of-illegal-tobacco-in-australia/106941130
1•Gaishan•6m ago•0 comments

Neural Scaling Law

https://en.wikipedia.org/wiki/Neural_scaling_law
1•frozenseven•7m ago•0 comments

Testing Anthropic's RSI Claims

https://ankitmaloo.com/rsi-claims/
1•ankit219•10m ago•0 comments

Quoted $1M for AI code review. Built it for free

https://sagivo.com/blog/i-was-quoted-1m-to-get-ai-diff-review-tool
2•shubidubi•10m ago•0 comments

What Garbage Collection Costs

https://shivanshuag.com/blog/what-garbage-collection-actually-costs/
1•shivanshuag•12m ago•0 comments

Who Should Pay for Source Code Availability?

https://kristoff.it/blog/source-code-availability/
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Black lung rates in Appalachia are high as the 1970s

https://text.npr.org/nx-s1-5894884
4•mooreds•15m ago•0 comments

I got 30% better AI coding results

https://github.com/akasula09/CodeSlimmer
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To Recruit Teachers, School Districts Are Building Homes

https://www.nytimes.com/2026/07/28/business/affordable-housing-schools-teachers.html
3•mooreds•17m ago•0 comments

Sen. Chuck Grassley mourns Beth, 49yo vacuum cleaner

https://twitter.com/ChuckGrassley/status/2086178745191133662
1•nianderwallace•18m ago•0 comments

High car prices lead to long-term auto loans

https://www.marketplace.org/story/2026/08/07/high-car-prices-lead-to-longterm-auto-loans
2•mooreds•18m ago•1 comments

Tape scratching the "Peter Piper" routine, using a homemade tape loop [video]

https://www.youtube.com/watch?v=L6SMyND8hso
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Why.com – Explore any topic by repeatedly asking why

https://why.com/
2•m5r•18m ago•0 comments

Quantifying dynamics of failure across science, startups and security

https://arxiv.org/abs/1903.07562
1•highfrequency•22m ago•0 comments

The Post-Quantum WebPKI

https://rmhrisk.github.io/classical-webpki/
1•tomwas54•25m ago•0 comments

AI assistant hacks gym website in first known Australian autonomous cyber attack

https://www.abc.net.au/news/2026-08-10/ai-assistant-hacks-gym-website-aus-cyber-attack/107007986
1•stared•25m ago•0 comments

Is Cyber Warfare the Next World War?

https://medium.com/freedomofthought/is-cyber-warfare-the-next-world-war-0305756d37eb
2•raynchad•25m ago•1 comments

Sam Zeloof Home Chip Fab: Silicon IC Fabrication in the Garage – Hackaday [video]

https://www.youtube.com/watch?v=23fTB3hG5cA
3•binyu•26m ago•0 comments

Cambridge University's Disgrace

https://fakenous.substack.com/p/cambridge-universitys-disgrace
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JavaScript for Unity

https://onejs.com
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AI Agent Qubitz

https://github.com/Gabrieliam42/AI-Agent-Qubitz
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My Brain Doesn't Have Git Worktrees

https://eliasson.me/articles/my-brain-doesnt-have-git-worktrees
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Lawyers using "AI" could face sanctions including costs for fake citations

https://www.irishtimes.com/crime-law/2026/08/05/lawyers-could-face-sanctions-including-costs-if-a...
3•1vuio0pswjnm7•41m ago•0 comments

Bros and Cons

https://bros-and-cons.com/
1•bookofjoe•43m ago•0 comments

Why a Generic Open-Source Project Cant Also Be a Successful Civil Rights Project

https://chrismcdonough.substack.com/p/why-a-generic-open-source-project
2•sagacity•45m ago•0 comments

Lava Lamps and Internet Encryption

https://www.cloudflare.com/learning/ssl/lava-lamp-encryption/
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Rowly – a free open-source supabase security scanner

https://rowly.me
1•popkoren•46m ago•0 comments