AI Tutorials & Practice

Agents write a lot of pandas code, and pandas fails silently. pyursa gives agents strict types, errors with ready-made fixes, undo, lineage and LLM operators, on Polars or DuckDB.

I spend most of my day with three or four AI coding agents running at once: Claude Code in two...

Every agent I tried on the web had the same problem: it was reading too much. A browser tool hands...

The "Agentic Operating Layer": A Pattern You Can Steal from OpenAI's Orchestra Bio...

Every agent demo I have ever seen works on the first run. Mine did too. The first run has a clean...

Which small language models actually run on a laptop? Hardware-matched picks for 8GB, 16GB and 24GB machines, setup commands, and the honest limits.

Letting an AI agent change your product's settings is only reasonable if you can take it all back. So...

How to Coordinate Multi-Agent AI Swarms Without Cloud Deadlocks: A Distributed Task Board...

A retrieval-augmented assistant answers from documents it fetched first. Most access reviews ask what...

Over a month I logged about 400 tasks run by an agent on my own machine. When a task went wrong I...

After the Cloud & AI Summit in St. Charles (September 30 to October 2), I did what everyone does...

AI is challenging the software factory model. What matters when writing code becomes cheaper but owning a product remains difficult?

I started with a 900-line instructions file. The agent ignored most of it. Then I cut it to under 100...

I'm a solo developer, and I built an AI resume screener where every score comes with reasons. Here...

Google's 2024 Content Warehouse documentation leak included a reference to clutterScore, a field...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...

Design notes from a photo-restyling app: an atomic debit plus job insert in D1, a queue consumer that can't re-enter a paid model call, a vision check before and after generation, and a daily cost breaker.

My submission for the Hacktoberfest Open-Source AI Challenge, Week 3 (Slow and Steady). Built this...

"Done." Two words that mean nothing on their own. Every time an agent reports completion, I run the...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...

OpenAI has fixed a ChatGPT outbound-link tracking bug that caused many visits to be misclassified as...

Closed source has always leaned on an unstated assumption: reading someone else's compiled code is...

7 Strategies to Stay Sane in the Never-Ending Tech Hype Cycle ...

Reuters reported it yesterday. One operator, 23 hours per intrusion, $5,000 in tokens....

Automate root-cause incident triage on GKE by combining Gemini 4 Argon multi-step reasoning with the GKE Model Context Protocol server.

Anthropic has published results from an exploratory protein-design campaign in which Claude generated...

Notes from shipping v5.1 of a 7B model that designs pixel art games: what went wrong with the first patch, what worked, the numbers, and why the project is now pixel art only.

Anthropic has reported a closed-loop protein-design campaign in which Claude generated 318,484...

If Claude ignores a rule, your CLAUDE.md is probably too long, not too short. Here's what to keep, what to cut, and where the rest should go.

I love to try out new agent skills. Anything that can help me be more productive I'm all for. Today I...

My Downloads folder has a talent for becoming a digital storage room. PDFs, screenshots, source...

I built a tool to help with community support. Then I kept building. I spend a good part...

Okay so here's something that bugged me for a while. You build an agent. Step 1 feels snappy. By...

Mistral released Timestral, four open-weight time-series models that top three benchmarks — by 0.003 MASE on their own table. I ran all three sizes against one-line baselines, on a known generator and on fresh Paris weather. With one summe…

Global authority does not automatically translate into local authority in AI search. That is the...

On 12 October DigitalOcean changed how routing works on its Inference platform. There used to be four...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady ...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week3: Slow and Steady. ...