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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: A blockchain that proves instead of storing

https://github.com/ignotusnemo/parano1d
1•ignotusnemo•37s ago•0 comments

[pre-RFC] Alloy formalization of LLVM IR's concurrent memory model

https://discourse.llvm.org/t/pre-rfc-alloy-formalization-of-llvm-irs-concurrent-memory-model/91590
1•matt_d•55s ago•0 comments

Paramount Wants $1.88B Bond from States, Writers Challenging Warner Deal

https://www.wsj.com/business/media/paramount-wants-states-writers-challenging-warner-deal-to-post...
1•mudil•2m ago•0 comments

Anthropic tells investors annualized revenue run rate climbed to $65B in July

https://www.cnbc.com/2026/08/17/anthropic-says-annualized-revenue-climbed-to-65-billion-in-july.html
2•victor106•3m ago•0 comments

Where the Compiler Stops

https://blog.bencope.land/where-the-compiler-stops/
1•mooreds•4m ago•0 comments

Instagram Fuente: Instagram HTTPS://share.google/ERvOAXdq1l73mASFG

1•emilialopesfern•4m ago•0 comments

Token-in-token-out RL training with any agent harness, via a proxy gateway

https://castform.com/blog/harbor/
2•kumama•5m ago•0 comments

Show HN: Encrypted Git Remote Server

https://ghostfork.io
1•neerajmurarka•11m ago•0 comments

Archive of Archives

https://archiveofarchives.com/
1•rdmuser•14m ago•0 comments

Why 4K Blu-ray always beats 4K streaming for picture quality

https://www.engadget.com/2237552/why-4k-blu-ray-better-quality-than-streaming/
3•bookofjoe•16m ago•2 comments

Talk – a public live text stream with no message history

https://talk.sekura.world
2•atakz•16m ago•1 comments

Why I still hand write my commit messages

https://www.jvt.me/posts/2026/08/17/hand-write-commits/
2•ingve•18m ago•0 comments

Oracles Safra Catz brags about "profoundly scary technology" deployed in Gaza

https://www.facebook.com/reel/2050714172471863/
2•DinoPing•18m ago•0 comments

I'll Never Get Y'all to Read the Bible, Will I?

https://www.sympatheticopposition.com/p/ill-never-get-yall-to-read-the-bible
1•goekjclo•20m ago•0 comments

AI systems out-persuade expert humans

https://arxiv.org/abs/2606.16475
1•goekjclo•22m ago•0 comments

The future is robotics (data)

https://www.giete.ma/blog/robotics
2•gietema•23m ago•0 comments

The Law of Stretched [Cognitive] Systems (2022)

https://ferd.ca/the-law-of-stretched-cognitive-systems.html
2•mooreds•24m ago•0 comments

How do functions like alloca allocate memory from the stack?

https://devblogs.microsoft.com/oldnewthing/20260817-40/?p=112617
1•ingve•25m ago•0 comments

Show HN: Solo – portable Linux binaries, solved

https://github.com/pg83/solo
2•pshirshov•26m ago•0 comments

Book the Train, Not the Delay

https://delaybahn.com/
1•pppone•26m ago•0 comments

Show HN: Personal AI tutor that builds and probes your understanding

https://github.com/grandimam/suki
1•grandimam•26m ago•0 comments

GPT-5.6 Sol Pricing Cut by 50%

https://openrouter.ai/openai/gpt-5.6-sol
1•Topfi•28m ago•0 comments

Alternatives to Open Source Software Tainted by AI

https://codeberg.org/ethical-foss/open-slopware
3•colesantiago•28m ago•1 comments

Show HN: Provenance, a daily game about art theft

https://provenance.avibagla.com/
1•avibagla1•28m ago•0 comments

Understanding a Law Firm Through Study

https://engram.com/blog/legal-agents-with-memory
1•jxmorris12•29m ago•0 comments

Police Report 911 Service Number Is Non Operational

https://www.hawaiipolice.gov/police-report-911-service-number-is-non-operational/
1•pudgywalsh•30m ago•0 comments

Show HN: Klar, a simple and opinionated programming language

https://github.com/ProCode-Software/klar
1•ProCodeSoftware•31m ago•0 comments

Evaluating AI Agents as Products

https://www.marble.onl/posts/evaluating_ai_product_quality.html
1•amarble•33m ago•0 comments

Web Jamboree

https://www.webjamboree.net/
1•Curiositry•34m ago•0 comments

Agent Control Plane: the LLM proposes, it never authorizes

https://github.com/yacine-kellib/agent-control-plane
1•Yacine_c75•37m ago•0 comments