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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

Learnings around building systems to automate with AI

https://newsletter.cloudsquid.io/p/we-built-a-scalable-agent-sandbox
1•universesquid•1m ago•0 comments

Plainly Flows – automate creative production with workflows

https://plainlyflows.com/
1•plainlyvideos•4m ago•0 comments

Scaling a WebSocket gateway to 40k+ concurrent users with Redis pub/sub

https://e-mahmoudi.me/blog/fanout-architecture-millions-concurrent-websockets/
2•jeyem•6m ago•0 comments

Hugging Face exploring sale at $13B valuation

https://siliconangle.com/2026/08/23/report-ai-model-hub-hugging-face-exploring-sale-at-13b-valuat...
1•giuliomagnifico•6m ago•0 comments

The Future Belongs to the Weird

https://essays.georgestrakhov.com/weird/
1•georgestrakhov•8m ago•0 comments

Learning Vision-Driven Reactive Soccer Skills for Humanoid Robots

https://www.science.org/doi/10.1126/scirobotics.aed1152
1•realysy•9m ago•0 comments

Aggregating the Aggregators

https://paul.tinypost.blog/aggregating-the-aggregators
1•rdmuser•9m ago•0 comments

Six historic volcanic eruptions changed the world and history

https://knowablemagazine.org/content/article/physical-world/2026/volcanoes-that-made-history
1•dp-hackernews•10m ago•0 comments

Ask HN: What's the best-managed open source repo you've seen on GitHub?

2•kacperlukawski•13m ago•0 comments

The Observability Pain Cycle

https://nikola-petkovic.com/blog/2026/08/07/observability-pain-cycle/
1•nikola_petkovic•14m ago•0 comments

Self – The Structured Executable and Linkable Format

https://github.com/fzakaria/selfdb
1•gjvc•16m ago•1 comments

Show HN: Reverse-engineered Half-Life's 2001 WON launcher with LLM agents

https://github.com/oxiKKK/re-goldsrc-won-launcher-1792
1•oxi113•17m ago•0 comments

Show HN: One AWS Bill Went from Almost $8k a Month Toward $6k

https://greenops.cloud/blog/blog-cost-drop-8k-to-6k
1•spidgorny•19m ago•0 comments

Wikipedia globally blacklisted archive.today after DDoS and snapshot tampering

https://gyrovague.com/2026/06/24/archive-yesterday-an-empirical-study-of-the-streisand-effect/
2•salahadawi•22m ago•0 comments

We replaced our ledger with two functions

https://river.com/content/we-replaced-our-ledger-with-two-functions
2•alexmolas•23m ago•0 comments

Ask HN: What have you reverse engineered with LLMs recently?

2•trencedamp•24m ago•0 comments

Emotional Diversification

https://www.lifestyleintegrity.com/blog/emotional-diversification
1•kiyanwang•25m ago•0 comments

Show HN: Same – I built a toy to see what the world has in common

https://same.imelabs.co.uk
1•wrams•26m ago•0 comments

Bolt Graphics' Advanced GPU to Take on Nvidia – Architosh

https://architosh.com/2026/07/bolt-graphics-advanced-gpu-to-take-on-nvidia/
1•rbanffy•27m ago•0 comments

Responsibility Is Taken Before It Is Given

https://lalitm.com/responsibility-is-taken-before-it-is-given/
1•kiyanwang•27m ago•0 comments

Cursiva is an open-source tool to compile ATS LaTeX resumes with LangGraph

https://www.cursiva.se/
1•heishi•28m ago•0 comments

Can an LLM price a World Cup match better than the market (and make money)?

https://christian.bock.bio/posts/frontier_xg_worldcup/
1•Pseudomanifold•28m ago•0 comments

The sorry state of SKILL distribution

https://blog.trailofbits.com/2026/06/03/the-sorry-state-of-skill-distribution/
1•michael-sumner•28m ago•0 comments

Show HN: Live preview/render Go templates with custom data

https://github.com/vividvilla/gotp
1•v512•30m ago•0 comments

Show HN: Douze – turn any website into MCP tools from the browser session

https://github.com/jamalavedra/douze
1•jamalavedra•30m ago•0 comments

Photon Gas

https://en.wikipedia.org/wiki/Photon_gas
1•maxall4•33m ago•0 comments

Hiding a Prompt in a Tokenizer

https://stephantul.github.io/blog/prompt/
2•stephantul•38m ago•0 comments

Startup Sells Synthetic Influencers Manipulates Social Media as a Service (2025)

https://www.404media.co/a16z-backed-startup-sells-thousands-of-synthetic-influencers-to-manipulat...
1•Bluestein•38m ago•0 comments

Inside The Fake Copyright Racket Silencing News Outlets

https://www.occrp.org/en/news/i-terminated-this-channel-inside-the-fake-copyright-racket-silencin...
1•robtherobber•38m ago•0 comments

Dactyl – Build real iOS apps just by describing them

https://dactyl.dev/
3•losfair•40m ago•0 comments