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I made a website to check if Cloudflare is down

https://www.iscloudflaredown.com/
1•vinlock•51s ago•0 comments

AIbraham Lincoln, the First AI Presidential Candidate

https://www.voteabe2028.ai/
1•beAbU•2m ago•1 comments

Is It a Bubble? By Howard Marks

https://www.oaktreecapital.com/insights/memo/is-it-a-bubble
1•saigrandhi•3m ago•0 comments

Testing and Benchmarking of AI Compilers

https://www.broune.com/blog/testing-and-benchmarking-of-ai-compilers
1•chubot•4m ago•0 comments

Prevention of PTSD Symptoms in Soldiers Using Attention Bias Modification

https://psychiatryonline.org/doi/full/10.1176/appi.ajp.20250160
1•wslh•4m ago•0 comments

Device Activity Tracker: WhatsApp Activity Tracker via RTT Analysis

https://github.com/gommzystudio/device-activity-tracker
1•thunderbong•5m ago•0 comments

Using Git add -p for fun (and profit)

https://techne98.com/blog/using-git-add-p/
1•fixedprog•7m ago•0 comments

Show HN: MCPShark – Traffic Inspector for Model Context Protocol

6•mywork-dev•7m ago•0 comments

Microservices is the software industry's most successful confidence scam

https://twitter.com/dhh/status/1998785569468399819
3•dinvlad•9m ago•0 comments

HN Time Capsule

https://karpathy.ai/hncapsule/
1•__rito__•9m ago•1 comments

John Noble Wilford, Times Reporter Who Covered the Moon Landing, Dies at 92

https://www.nytimes.com/2025/12/08/science/john-noble-wilford-dead.html
1•digital55•10m ago•0 comments

Auto-grading decade-old Hacker News discussions with hindsight

https://karpathy.bearblog.dev/auto-grade-hn/
2•__rito__•10m ago•1 comments

Demonstrably Safe AI for Autonomous Driving

https://waymo.com/blog/2025/12/demonstrably-safe-ai-for-autonomous-driving
1•simonpure•10m ago•0 comments

Code-less vibe-"coding" – hallucinating apps one screen at a time

https://amongai.com/2025/12/10/hallucinate-any-app-one-screen-at-a-time/
2•danielmewes•12m ago•2 comments

New research shows RL may not help a model learn new basic skills

https://arxiv.org/abs/2512.07783
1•binsquare•13m ago•1 comments

Glyphosate safety article retracted 8 years after Monsanto ghostwriting revealed

https://retractionwatch.com/2025/12/04/glyphosate-safety-article-retracted-elsevier-monsanto-ghos...
4•robtherobber•13m ago•1 comments

Cube: Agentic Analytics Platform

https://cube.dev/
1•gk1•14m ago•0 comments

Valve: HDMI Forum Continues to Block HDMI 2.1 for Linux

https://www.heise.de/en/news/Valve-HDMI-Forum-Continues-to-Block-HDMI-2-1-for-Linux-11107440.html
8•OsrsNeedsf2P•14m ago•0 comments

Waymo: Delivering more for our riders in a year of growth

https://waymo.com/blog/2025/12/2025-year-in-review
2•hnburnsy•14m ago•0 comments

Star Types

https://science.nasa.gov/universe/stars/types/
2•belter•15m ago•0 comments

Show HN: TermKeeper – Track contracts, renewals, and notice periods with AI

https://termkeeper.com/
1•SNDRVH•16m ago•0 comments

Links for December 2025

https://www.astralcodexten.com/p/links-for-december-2025
1•feross•16m ago•0 comments

A woman who discovered black holes

https://newhumanist.org.uk/articles/6296/the-woman-who-discovered-black-holes
1•MaysonL•18m ago•0 comments

World Spider Catalog

https://wsc.nmbe.ch/
1•fi-le•19m ago•0 comments

Tourists required to give 5 years social media history to enter US

https://www.dailymail.co.uk/news/article-15369957/Trump-foreign-tourists-social-media-history.html
9•testing22321•19m ago•5 comments

Pg_ClickHouse: A Postgres extension for querying ClickHouse

https://clickhouse.com/blog/introducing-pg_clickhouse
1•spathak•19m ago•0 comments

Writing Leads to Thinking (and Not the Other Way Around)

https://www.historians.org/perspectives-article/how-writing-leads-to-thinking-february-2010/
1•bryanrasmussen•20m ago•0 comments

IDF Soldiers Fire on UN Peacekeepers

https://unifil.unmissions.org/unifil-statement-10-december-2025
7•a_paddy•22m ago•0 comments

Token‑Efficient Agents: Building MCP‑Heavy Agents Without Burning Tokens

https://codeagentsalpha.substack.com/p/tokenefficient-agents-building-mcpheavy
1•olegkozlov•22m ago•1 comments

Scouts by Yutori is now generally available

https://yutori.com/scouts
10•abhshkdz•27m ago•1 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