AI Tutorials & Practice

Google DeepMind’s Gemini 4 Carbon (Oct 28) claims AA Index v5.0 #1 at 59 and SOTA cyber benches — still Fairwind/cyber-defenders first, no public model ID. Intro $2/$10 → $4/$20, 95% cache off, builder checklist before the API.

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...

MiniMax H3 is one of the few video models that accepts reference audio alongside reference images,...

A data pipeline fails. You open the logs, find the failed run, check the input file, and try to work...

Pass outputFormat to subagent sessions, validate structured output with Zod schemas before results reach the lead agent, and compose multi-agent workflows with type-safe JSON pipelines in Claude Code SDK v0.3.301+.

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...

Text is ink. Colour is a field. This is the pseudo-poetic placeholder title that Claude Design...

The European Commission has proposed Chips Act 2.0, an updated semiconductor policy framework...

The usual way to train a model on sensitive data is to pile it all into one place first. Dump every...

Every repository that lived long enough has a cemetery: files nobody imports anymore, exported...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine ...

My Hire me page can talk. Recruiters can ask it about my work by voice or text. Here's how I built it with my Grok Bot and ElevenLabs in one morning, and how I tested it.

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the...

A tweet went around saying: "No human will ever write code better than LLMs. Accept this fact, stop...

Tokens per second per watt improved roughly 3.5x in two years. Here is what that does to API pricing, device BOMs and the economics of shipping a model instead of calling one.

Error-correction overhead fell by roughly 10x in five years. Here is what that curve does to drug discovery budgets, cryostat supply chains and the price of a quantum hour.

Why Forward Deployed Engineers Are Suddenly Hot: The Death of the Centralized AI...

Agents commit PHP that never met your formatter or PHPStan. A lefthook setup that blocks the commit, hands the agent the error, and survives new worktrees.

A tool call can pass schema validation and still select the wrong product, skip a prerequisite, or...

📌 Note: Interactive math rendering is currently being updated for this post. In the meantime, you...

Zero-width, bidi and Unicode tag characters hid instructions in AI rules files. How they work, plus a ripgrep check and a git hook that block them.

Summary: AI coding agents rarely lie. They do something worse for a one-person shop: they state...

# Build RAG in C# with ASP.NET Core and Qdrant Build RAG in C# with ASP.NET Core, Qdrant and Ollama:...

A few months ago my typical afternoon looked like this: four terminal tabs, four Claude Code...

Deep dive into how function calling actually works under the hood — JSON Schema to CFG compilation, pushdown automata, logit masking, and why the model literally cannot produce invalid structure.

Static analysis and LLMs are a good pairing. I'm not here to argue otherwise. But a lot of teams are...

The second client on the hot path: net/http, encoding/json and a bufio scanner for Server-Sent Events, in a static binary from a scratch image. What the standard library gives you, and the one thing it does not.

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine. ...

Static rules break on novel agent actions, and blind human approvals break on volume. A concept we are evaluating: AI at the meta level drafting rules, a deterministic pipeline deciding, and a human sealing.

An opinion on how IAM should treat AI agents, as a new kind of principal that starts every session with nothing and borrows exactly what the task needs, with the user's consent.

In the first article of this series we put four 2026 context-engineering principles on one map. This...

Eight checks before an unattended Claude Code run: sleep, idle compaction, usage-limit waits, turn caps, permissions, worktrees, a test gate, a ping.

This week's Hacktoberfest theme is Ghost in the Machine. Unfortunately, I don't have enough time to...

The vibe coding argument has been running for over a year and has settled nothing, because it's a...

Somewhere between faster technology and smarter machines, we must never forget the ordinary people...

What PredictSphere taught me about orchestration, data quality, adaptive learning, and the...

I built Off the Wall, a plugin for Claude Code and Codex. It saves the corrections you give your...