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The hideous, exploitative, but still addictive world of vertical dramas

https://www.avclub.com/vertical-dramas-style-popularity-cost-reelshort-dramabox-exploitative-addi...
1•evan_•1m ago•0 comments

Show HN: We scanned 306 MCP servers – 10% have critical vulnerabilities

https://mcpsafe.org/
1•itaiwins•1m ago•0 comments

TLDR: AI took your job

https://edwardelson.substack.com/p/somethings-better-than-nothing
1•dchi04•1m ago•0 comments

Data Brokers Can Fuel Violence Against Public Servants

https://www.wired.com/story/how-data-brokers-can-fuel-violence-against-public-servants/
1•achristmascarl•1m ago•0 comments

The rise of one-pizza engineering teams

https://www.jampa.dev/p/the-rise-of-one-pizza-engineering
1•jampa•2m ago•0 comments

Show HN: Get Your Bookmarks Organised

https://lifea.net/
1•skyfantom•2m ago•0 comments

Disney names parks boss Josh D'Amaro as its next CEO to succeed Bob Iger

https://www.cnbc.com/2026/02/03/disney-ceo-josh-damaro-successor-bob-iger.html
1•ChrisArchitect•3m ago•0 comments

Show HN: Requency – a quiet way to notice which ideas keep coming back

https://requency.lovable.app
1•skookumprod•3m ago•0 comments

Bitcoin is coming off a brutal week. Here's what's happening

https://www.cnbc.com/2026/02/02/bitcoin-btc-price-today-cryptocurrency.html
1•1vuio0pswjnm7•3m ago•0 comments

Is the Gartner grift over? (Stock is down 22% today)

https://finance.yahoo.com/quote/IT/
1•golfer•4m ago•1 comments

Nearly 40% of Stanford undergraduates claim they're disabled

https://www.thetimes.com/us/news-today/article/40-percent-stanford-undergraduates-claim-disabled-...
1•wrayjustin•4m ago•0 comments

Show HN: Sandy – Accelerate AI agents: think once, replay forever

https://github.com/Sangkwun/sandy
1•sangkwun•6m ago•0 comments

Claude Flow

https://github.com/ruvnet/claude-flow
1•wener•7m ago•0 comments

Ask HN: When was the specific moment you decided to become a software engineer?

1•crediblejhj•7m ago•0 comments

Show HN: Build a coding agent in 500 lines (Pure Python, No Vector DBs)

1•owenthereal•7m ago•0 comments

Zapret Roblox Fix Roblox Connection Error in Russia

https://zapretroblox.com/
1•zidana•7m ago•0 comments

Maybe I shouldn't be validating my kids so much

https://joannabregan.substack.com/p/learning-how-validating-alone-emphasizes
1•surprisetalk•8m ago•0 comments

Show HN: Claude Watch – Monitor Claude Code in Real-Time

https://github.com/sooink/claude-watch
1•sooink•8m ago•0 comments

FM Synthesizer Knobs Web Demo

https://lynn.github.io/fm/
1•surprisetalk•8m ago•0 comments

Omniglot – the online encyclopedia of writing systems and languages

https://omniglot.com/
1•surprisetalk•8m ago•0 comments

Show HN: Local-first AI assistant that helps you recall saved articles

https://memory-layer-landing.vercel.app/
1•Lwin-Oo-Naing•9m ago•1 comments

49ers coach Kyle Shanahan: performance-enhancing salts aren't just for players

https://www.latimes.com/sports/story/2026-01-12/49ers-coach-kyle-shanahan-smelling-salts-ammonia-...
1•PaulHoule•9m ago•0 comments

Breaking SHA-256: length extension attacks in practice

https://kerkour.com/sha256-length-extension-attacks
1•randomint64•9m ago•1 comments

AI + React Native Boilerplate

https://launchtoday.dev/
1•paulmbw•9m ago•1 comments

Chinese Step 3.5 Flash LLM Has Highest Intelligence Density

https://static.stepfun.com/blog/step-3.5-flash/
1•gslepak•10m ago•0 comments

Show HN: Okitsok – Local DNS-based domain availability checker (CLI)

https://github.com/coconut971/okitsok
1•coconut971•11m ago•1 comments

Anthropic's launch of AI legal tool hits shares in European data services firms

https://www.theguardian.com/technology/2026/feb/03/anthropic-ai-legal-tool-shares-data-services-p...
3•jbredeche•11m ago•0 comments

Show HN: Folion – Local-first Windows file search with a semantic RAG layer

1•Ranuja01•12m ago•0 comments

The literal devil shows up in Oracle's stock

1•cadabrabra•14m ago•2 comments

Spain becomes first country in Europe to ban social media for under-16s

https://www.cnbc.com/2026/02/03/spain-teen-social-media-ban-tech-giants-australia.html
2•1vuio0pswjnm7•14m ago•0 comments
Open in hackernews

Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•9mo ago

Comments

anuragdt•9mo 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•9mo 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•9mo 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