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Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•10mo ago

Comments

anuragdt•10mo 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•10mo 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•10mo 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

Good software knows when to stop

https://ogirardot.writizzy.com/p/good-software-knows-when-to-stop
1•ssaboum•37s ago•0 comments

Self-Supervised Flow Matching for Scalable Multi-Modal Synthesis

https://bfl.ai/research/self-flow
1•jk_tech•1m ago•0 comments

Show HN: Stop LLMs from brute forcing (guessing) APIs

https://tangelo-ltd.github.io/tekir/
1•dervishcat•1m ago•0 comments

Show HN: The AI agent that grows your YouTube channel on autopilot

https://github.com/eat-pray-ai/yutu
1•OpenWaygate•2m ago•0 comments

Maximum Likelihood Estimation of a Gaussian

http://jrmeyer.github.io/machinelearning/2017/08/18/mle.html
1•_josh_meyer_•2m ago•0 comments

Show HN: Captain Claw local AI agent, 29 tools, multi-session, DAG orchestration

https://github.com/kstevica/captain-claw
1•kstedev•3m ago•0 comments

We Turned Our Wireshark Wizard into a Markdown File

https://www.checklyhq.com/blog/building-an-ai-agent/
1•tnolet•4m ago•0 comments

RFK Jr. announces he is reversing ban on 14 Peptides the FDA blocked in 2023

https://gizmodo.com/rfk-jr-tells-joe-rogan-hes-about-to-unleash-14-banned-peptides-2000728355
1•ck2•4m ago•0 comments

Every Decade They Say Programming Is Dead. It Never Is [video]

https://www.youtube.com/watch?v=9Kq28poYpTk
1•tartoran•4m ago•0 comments

Httpx: Closing off access to issues and discussions

https://github.com/encode/httpx/discussions/3784
1•maqnius•7m ago•1 comments

MikroTik Scout: A MikroTik Meshtastic/Meshcore Device

https://box.mikrotik.com/f/07e45929681e4269bc30/
2•Lwrless•10m ago•0 comments

DNS Blocking in Practice: PDNS in a Research and Education Network

https://blog.apnic.net/2026/03/04/dns-blocking-in-practice-pdns-in-a-research-and-education-network/
2•speckx•10m ago•0 comments

Show HN: YSA – Sandbox for AI agents with outbound network control

https://github.com/ysa-ai/ysa
2•jordanedev•12m ago•0 comments

GDPR Omnibus: EU "simplification" far removed from real business needs

https://noyb.eu/en/gdpr-omnibus-eu-simplification-far-removed-real-business-needs
3•latexr•12m ago•0 comments

AI-powered "Radio Time Machine" for elderly care home

https://campaignbriefasia.com/2026/03/05/tbwahakuhodo-launches-ai-powered-radio-time-machine-to-s...
2•phantomathkg•12m ago•0 comments

Tahoe pull-down buttons are misaligned

https://unsung.aresluna.org/not-a-mountain-but-not-a-molehill-either/
2•latexr•13m ago•1 comments

New products introduce only one new thing

https://techinch.com/blog/best-products-introduce-one-new-concept
2•speckx•14m ago•0 comments

Matt Godbolt: Advanced Skylake Deep Dive [video]

https://www.youtube.com/watch?v=BVVNtG5dgks
2•lionkor•16m ago•0 comments

Unix Isn't for Agents

https://pwhite.org/unix-is-not-for-agents
2•handfuloflight•16m ago•0 comments

Show HN: A simple tool to convert CSV data into graphs

https://plotiq-web.web.app/
1•devnpatel•16m ago•1 comments

Ship a Privacy Policy and Terms of Service with Your Astro Site

https://www.openpolicy.sh/blog/astro
2•jamie_davenport•17m ago•0 comments

Adam Smith's Gift

https://lawliberty.org/forum/adam-smiths-gift/
2•RickJWagner•17m ago•1 comments

Show HN: Thought Canvas – Develop Ideas with AI (Mind Mapping)

https://www.thoughtcanvas.app/
1•thesunnez•18m ago•0 comments

The Rise and Fall of a 3-D Printing Empire

https://www.nytimes.com/2026/02/27/business/3d-printing-industry.html
2•linehedonist•18m ago•0 comments

How do you stop AI from making bad architectural decisions in your codebase?

2•Ansh_Dhanani•20m ago•0 comments

AWS Aurora DSQL Playground

https://playground.dsql.demo.aws/
2•tanelpoder•20m ago•0 comments

Discovering a Bluetooth trust flaw in Android

https://medium.com/meetcyber/️-how-i-discovered-a-bluetooth-pairing-flaw-in-android-reported-unde...
2•amitgy04•20m ago•0 comments

Convergent evolution in locomotory patterns of flying, swimming animals (2011)

https://www.nature.com/articles/ncomms1350
2•mooreds•22m ago•0 comments

Rapid Modeling (2023)

https://jbminn.com/blog/posts/rapid-modeling/
2•mooreds•23m ago•0 comments

GPL upgrades via section 14 proxy delegation

https://runxiyu.org/comp/gplproxy/
2•todsacerdoti•25m ago•0 comments