AI Tutorials & Practice

Why host auto-compaction silently lobotomizes long-running AI coding sessions, and how 1983 SysV init.d runlevel files, Memento tattoos, and fork/wait subagents let our orchestrator survive two 230k-token compactions mid-ticket with zero l…

My Claude Code and Codex sessions often run 30 to 60 minutes, and there's no good way to show someone...

I put design direction and review for blog pages, app UI and Shorts into one skill that Claude Code, Codex and agy load from the same directory on my machine. The checks prove installation and explicit invocation on synthetic cases, not de…

Anthropic has committed to publishing regular reports on what it learns about model behavior and...

How do we know code is correct, and what role does human code review play in knowing it?

I first heard about NUMMI years ago on an episode of This American Life. Toyota took over one of...

AI coding agents reliably turn flaky tests into weak assertions. The failure isn't the flake; it's that nobody reviews the diff that deletes the boundary.

In April 2025, Shopify CEO Tobi Lütke posted an internal memo publicly. The line everyone quoted:...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass ...

Where the spending rules live: agent authorization on AWS vs Sui A bot that can pay you...

Anthropic's Claude computer use API, released in October 2024, takes a screenshot, decides where to...

LeafPace 🍃 This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1:...

I put ten AI agents on trial inside a fake company, hid the rules where real rules live, and let the...

This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked I kept...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass TL;DR: Lake...

We just wrapped the very first month of the MLH x DEV Writing Challenge, our new way of celebrating...

Welcome to Singularity News ... until ... well, we all know when! This is the first community-based...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass ...

When AI agents act on behalf of users, traditional audit logs often don't tell the full story of who...

Hello, I'm Maneshwar, and I'm building LiveReview — a blast-radius aware AI code review built for...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass ...

Hello, I'm Rijul, and I'm building LiveReview — a blast-radius aware AI code review built for your...

This is a submission for the Kaggle Benchmarking Challenge. This would probably needs its own...

Qwen3.8-27B, 600 steps, 12 reward channels: CISPO, REPO-R and prompt filtering lifted holdout from −0.47 to +1.80, and an advantage floor silently zeroed 96% of the signal.

A concrete example connecting slot_mapping, block_table, cache layouts, and tiled attention.

This is a submission for the Kaggle Benchmarking Challenge TL;DR I asked 6 vision models to...

Google AI Overviews appeared on a far larger share of tracked branded searches during September 2026,...

Another Rule for Using AI Without Losing My Skills ...

Time-aware facts, an entity graph measured honestly, and three bugs I only found because strangers read my posts.

This is a submission for the Kaggle Benchmarking Challenge Last weekend I built a model to predict...

n8n appears to be exploring how end-to-end automation could reduce repetitive design work, but it has...

Routing 5% of hard tokens to a 32B model and keeping the rest on a 0.6B model looks great on paper, until standard serving engines spend 95.8% of the step redoing prefix matching. TokenRouter fixes the scheduler and hits up to 64x higher t…

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass ...

Independent review. I ran both tools on my own accounts, free and paid, with no vendor-provided access or early access of any\u00a0kind.

Every time a RAG application answers a question, it may need to retrieve documents and make an LLM...

This is a submission for the Kaggle Benchmarking Challenge. I Benchmarked 3 LLMs on...

"Will AI replace developers?" is the wrong question. The better one is: how should we change the way...

Until 2026-09-15 our agent could end a run by asking its owner "can I leave this for next time?". It...

Most teams trying to understand AI search start by querying ChatGPT. There's a cheaper signal sitting...

I run a competitor-research agent: give it a company URL and it finds and verifies that company's...