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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

I think of time as an arrow, so I made a linear calendar

https://theawesomecalendar.com/en
1•maksonam•54s ago•1 comments

Expanding model choice in Copilot with Grok

https://techcommunity.microsoft.com/blog/microsoft-copilot-blog/expanding-model-choice-in-copilot...
1•andsoitis•3m ago•0 comments

Ask HN: Is there an emerging pattern for NEGATIVESKILLS.md files?

1•mehmetoguzderin•4m ago•0 comments

BluBeam Pro

https://blubeam.pro/
1•alexawilder•6m ago•1 comments

DuckDB 2.0 Pushes Whole Queries Through ADBC–10–11× Faster on PostgreSQL

https://query.farm/blog/one-query-one-arrow-stream-adbc-duckdb-2/
1•rustyconover•14m ago•0 comments

Why is privacy so hard?

https://cacm.acm.org/blogcacm/why-is-privacy-so-hard/
3•andsoitis•14m ago•3 comments

Ask HN: In The Matrix, the bad guys are the 'agents'. Coincidence? Clairvoyance?

2•spottedmarley•14m ago•0 comments

Show HN: SF Title Alert

https://sftitlealert.com
1•arkadiyt•15m ago•0 comments

What Is Wrong with Nike?

https://www.s-1.site/s/the-middle-market-focus-verticals.html
1•anthonybourdain•16m ago•0 comments

SCH: An affordable sandbox for Coding Agents in your AWS account

https://c-daniele.github.io/en/posts/2026-09-07-close-the-lid-serverless-coding-harness/
1•cdani•16m ago•0 comments

The Outrageous Collapse of a 'Montessori Ponzi'

https://www.nytimes.com/2026/09/13/business/guidepost-montessori-higher-ground-education-ray-girn...
3•sciurus•20m ago•1 comments

Claude Fable 5.1 Solves the Cyphral Distich, a 370-year-old cipher

https://www.vals.ai/blogs/fable-solves-cyphral-distich
3•u1hcw9nx•21m ago•0 comments

Veilid is an open-source, peer-to-peer application framework

https://veilid.com/
4•Bluestein•22m ago•0 comments

AI Is Destroying the World

https://gornak40.org/blog/ai-is-destroying-the-world.html
4•Gornak40•23m ago•0 comments

BitBang: End-to-End Verified, Browser-Native Remote Access

https://github.com/richlegrand/bitbang/blob/main/whitepaper.md
4•Bluestein•28m ago•0 comments

Terminal multiplexer and experimental Wayland compositor for browsers

https://blit.sh/
4•williamstein•29m ago•0 comments

Claude Fable 5.1 cracked a cipher that has survived for 370 years in 40 min.

https://osintsights.com/ai-deciphers-370-year-old-cipher-in-minutes
3•u1hcw9nx•31m ago•2 comments

Two cheers (out of three) for Dario Amodei

https://garymarcus.substack.com/p/two-cheers-out-of-three-for-dario
4•chmaynard•37m ago•0 comments

Hikers guided by AI stranded on Mt. Shasta [video]

https://www.youtube.com/watch?v=OlwxEnN50e4
1•jumploops•41m ago•0 comments

Sam Altman pitches utilities on AI grid defense

https://www.politico.com/news/2026/09/10/sam-altman-pitches-utilities-on-ai-grid-defense-01070425
3•cdrnsf•41m ago•0 comments

Jason Arday and the Corruption of Science

https://chronicleofhighereducation.substack.com/p/jason-arday-and-the-corruption-of
3•kgwgk•42m ago•0 comments

OpenAI faces Senate probe into Hugging Face breach

https://www.axios.com/2026/09/10/openai-hugging-face-senate-investigation-hawley
3•reasonableklout•43m ago•0 comments

Go Implementation of WireGuard

https://github.com/WireGuard/wireguard-go
2•Bluestein•44m ago•0 comments

Show HN: Opine, a public polling website with maps

https://opinepolls.com/
1•superphotonic•44m ago•0 comments

YC: Why the Harness Matters More Than the Model [video]

https://www.youtube.com/watch?v=n9xKblqyQ28
1•mgl•48m ago•0 comments

How Much Could Europe Pay for U.S. Weapons for Ukraine?

https://www.thepricer.org/how-much-could-europe-pay-for-u-s-weapons-for-ukraine/
1•cinderelacinder•48m ago•1 comments

Emma: The GP's AI Receptionist doesn't understand Yorkshire or security

https://floorjellyboot.infinityfree.io/?u=/2026/09/05/emma-the-gps-ai-receptionist-doesnt-underst...
1•spzb•48m ago•0 comments

Flawed Routers Flood University of Wisconsin Internet Time Server (2003)

https://pages.cs.wisc.edu/~plonka/netgear-sntp/
13•walrus01•54m ago•0 comments

Show HN: Vehla – the AI command center for macOS

https://vehla.app/
1•ibuhs69•58m ago•0 comments

Godaddy's homepage is currently throwing a 403

https://www.godaddy.com/
4•otherayden•59m ago•2 comments