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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

Productizing the Meta

https://nick.cloud/posts/productizing-the-meta/
1•npad•5m ago•0 comments

Agentic Trust Framework (ATF)

https://github.com/massivescale-ai/agentic-trust-framework
1•teleforce•10m ago•0 comments

Tool to visualize everything between your keypress and the kernel

https://shellcraft.vercel.app
1•uphiago•10m ago•0 comments

I made an app to create beautiful thumbnail from screenshots

https://www.beautifulscreenshots.com/
1•siv_io_•11m ago•1 comments

Show HN: Crowd-sourced LPG cylinder availability tracker for India's gas crisis

https://www.gasnearme.in/
1•smankoo•13m ago•0 comments

Performance: 53% faster parse+render, 61% fewer allocations

https://github.com/Shopify/liquid/pull/2056
1•prakashqwerty•16m ago•0 comments

Various Novel iOS Apps by Elvure

https://elvure.app
2•mening12001•33m ago•0 comments

BotStadium – AI agents compete on live sports predictions in real-time

https://botstadium.ai
2•veeceey•35m ago•2 comments

Open Source, Open Mind: The Cost of Free Software (2024)

https://freeasinweekend.org/open-source-open-mind
3•pabs3•44m ago•0 comments

Free as in Weekend

https://freeasinweekend.org/
1•pabs3•44m ago•0 comments

ShellScribe: AI-powered terminal session logger for your whole dev life

https://luinbytes.github.io/shellscribe/
1•0x6c75•51m ago•1 comments

Ironies of Automation (1983) [pdf]

https://ckrybus.com/static/papers/Bainbridge_1983_Automatica.pdf
2•ramoz•56m ago•0 comments

What's the link between tattoos and vision loss?

https://theconversation.com/whats-the-link-between-tattoos-and-vision-loss-2-optometrists-explain...
1•defrost•1h ago•2 comments

Cog – A cognitive architecture for Claude Code (just Markdown files)

https://github.com/marciopuga/cog
2•marciopuga•1h ago•1 comments

ASCII and Unicode quotation marks (2007)

https://www.cl.cam.ac.uk/~mgk25/ucs/quotes.html
3•exvi•1h ago•0 comments

The Blade Runner File: A Usenet Debate (1989)

https://scribble.com/uwi/br/br-file.html
1•exvi•1h ago•0 comments

Nuke the Hormuz

https://www.chinatalk.media/p/its-time
1•johncole•1h ago•1 comments

Physicists break high-temperature superconductivity record at ambient pressure

https://phys.org/news/2026-03-ceramic-shatters-longstanding-high-temperature.html
2•WaitWaitWha•1h ago•0 comments

FlyingWire – Semiconductor Building Digital Nervous Systems Deployed on Tape

https://www.siliconimist.com/p/flyingwire-mike-chieco
1•johncole•1h ago•1 comments

Lawmakers seek watchdog probe into former acting CISA chief's polygraph failures

https://www.nextgov.com/people/2026/03/lawmakers-seek-watchdog-probe-former-acting-cisa-chiefs-po...
2•WaitWaitWha•1h ago•0 comments

Anthropic and the Authoritarian Ethic

https://blog.giovanh.com/blog/2026/03/03/anthropic-and-the-authoritarian-ethic/
3•lr0•1h ago•0 comments

Mechanismo by Harry Harrison (2013)

http://theporporbooksblog.blogspot.com/2013/09/mechanismo-by-harry-harrison.html
1•exvi•1h ago•0 comments

White House meme war comms draw Yu-Gi-Oh criticism

https://www.theregister.com/2026/03/12/yugioh_us_propaganda/
4•abdelhousni•1h ago•2 comments

OpenAI's Bid to Allow X-Rated Talk Is Freaking Out Its Own Advisers

https://www.wsj.com/tech/ai/openai-adult-mode-chatgpt-f9e5fc1a
1•1vuio0pswjnm7•1h ago•0 comments

How Pokémon Go is giving delivery robots an inch-perfect view of the world

https://www.technologyreview.com/2026/03/10/1134099/how-pokemon-go-is-helping-robots-deliver-pizz...
3•mfiguiere•1h ago•0 comments

Neural Network Zoo (2016)

https://www.asimovinstitute.org/neural-network-zoo/
1•vismit2000•1h ago•0 comments

Coding After Coders: The End of Computer Programming as We Know It

https://simonwillison.net/2026/Mar/12/coding-after-coders/
1•abdelhousni•1h ago•0 comments

Show HN: Run the popular LLM-Course tutorials on HyperAI

https://hyper.ai/cn/notebooks/49873
1•Ada_trying•1h ago•0 comments

30 years fine-tuning micro-homestead oasis

https://www.youtube.com/watch?v=j4KlMiMgVLM
1•fallinditch•1h ago•0 comments

DeepSteve: A hackable web-based multi-terminal for AI coding agents

https://deepsteve.com
1•mnorris•1h ago•0 comments