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I built a browser tool that converts ANY file → Markdown

https://www.loom.com/share/d854af039e364fb28ca006d4654257ca
1•gavrielamati•2m ago•0 comments

Is GitHub Down?

1•henriquenunez•2m ago•0 comments

Twin suction turbines and 3-Gs in slow corners? Meet the DRG-Lola

https://arstechnica.com/cars/2025/11/an-electric-car-thats-faster-than-f1-around-monaco-thats-the...
1•PaulHoule•2m ago•0 comments

Two Elegant Use Cases for Go Build Tags

https://btema.net/blog/two-elegant-use-cases-for-go-build-tags/
2•machine424•3m ago•0 comments

TikTok will let users share feeds in DMs

https://mashable.com/article/tiktok-users-feed-share-direct-message
1•geox•3m ago•0 comments

I miss the old Qasar, not the new Qasar

https://qy.co/writings/newqasar/
1•jger15•3m ago•0 comments

I Built a Rolling Collector to Grab X Threads for AI

https://joeldare.com/how-i-built-a-rolling-collector-to-grab-x-threads-for-ai
1•codazoda•4m ago•0 comments

The Abundance Paradox: Why Netflix's Acquisition Makes Sense in the Era of AI

https://twitter.com/Konstantine/status/1998512521385488841
2•jger15•7m ago•0 comments

China's ZTE may pay over $1B to the US over foreign bribery allegations

https://www.reuters.com/sustainability/society-equity/chinas-zte-may-pay-more-than-1-billion-us-o...
3•TechTechTech•9m ago•0 comments

Google Stitch

https://stitch.withgoogle.com/
1•karma_daemon•9m ago•0 comments

AI Predictions for 2026: A DevOps Engineer's Guide

https://www.pulumi.com/blog/ai-predictions-2026-devops-guide/
1•p4ul•9m ago•0 comments

Mrva: Terminal-first approach to CodeQL multi-repo variant analysis

https://blog.trailofbits.com/2025/12/11/introducing-mrva-a-terminal-first-approach-to-codeql-mult...
1•ingve•10m ago•0 comments

Craft software that makes people feel something

https://rapha.land/craft-software-that-makes-people-feel-something/
1•lukeio•11m ago•0 comments

Stop Hoarding Tasks Like They're Canned Peaches for the Apocalypse

https://humanework.substack.com/p/stop-hoarding-tasks-like-theyre-canned
1•flail•14m ago•0 comments

JPMorgan: The biggest national security threat may be America's workforce

https://www.axios.com/2025/12/11/jpmorgan-national-security-workforce
1•toomuchtodo•16m ago•0 comments

Pop-out car door handles could disappear for good

https://www.techradar.com/vehicle-tech/hybrid-electric-vehicles/pop-out-car-door-handles-could-fi...
2•teleforce•18m ago•0 comments

Show HN: Firefly Forest

https://fireflyfo.rest
3•RandomDailyUrls•19m ago•0 comments

Show HN: Snapalabra (Learn language through images)

https://snapalabra.com/en-GB
2•detectivestory•20m ago•0 comments

French supermarket's Christmas advert is worldwide hit (without AI) [video]

https://www.youtube.com/watch?v=Na9VmMNJvsA
17•gbugniot•20m ago•3 comments

Ayaneo Pocket Play – A Gaming Phone with the Soul of a Handheld [video]

https://www.youtube.com/watch?v=XVDNGMIlzmI
2•HelloUsername•22m ago•0 comments

Show HN: JotBird – A simple Markdown editor with one-click publishing

https://www.jotbird.com
1•mcone•22m ago•0 comments

Launch: Bubs AGI OS – A Personal AGI Operating System (Founders Presale)

https://discussions.gumroad.com/l/bubs
1•Subtextofficial•22m ago•1 comments

$27,000 a Year for Health Insurance. How Can We Afford That?

https://www.nytimes.com/2025/12/10/opinion/health-care-aca-cost-insurance.html
5•ilamont•23m ago•1 comments

Microscopic robots that sense, think, act, and compute

https://www.science.org/doi/10.1126/scirobotics.adu8009
1•bookofjoe•27m ago•0 comments

Social Channels in Search Console

https://developers.google.com/search/blog/2025/12/social-channels-search-console
1•ms7892•27m ago•0 comments

Why No Fish Wants a Tongue-Eating Parasitic Louse in Its Mouth

https://animals.howstuffworks.com/marine-life/parasitic-tongue-eating-louse.htm
5•thunderbong•28m ago•0 comments

Practical Tips for Gemini 3

3•xiaoru•29m ago•0 comments

Why Google Stores Billions of Lines of Code in a Single Repository

https://research.google/pubs/why-google-stores-billions-of-lines-of-code-in-a-single-repository/
2•handfuloflight•29m ago•0 comments

Non-Interactive Apt

https://terokarvinen.com/non-interactive-apt/
2•speckx•31m ago•0 comments

The Road to 3.0.0: A Real-World Case Study of AI-Powered Open Source Maintenance

https://ibrahimcesar.cloud/blog/the-road-to-300-a-real-world-case-study-of-ai-powered-open-source...
2•ibrahimcesar•31m ago•0 comments
Open in hackernews

Show HN: API Testing and Security with AI

https://qodex.ai/
8•siddhant_mohan•7mo ago

Comments

anuragdt•7mo 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•7mo 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•7mo 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