AI Tutorials & Practice

By about seven o’clock most nights now, I’m theoretically finished working. This would have sounded...

A few weeks ago, I wrote that I had somehow become CEO of a synthetic company. At the time, I meant...

Local AI capacity and speed depend on different constraints. Apple's four-Mac MLX results show what fits, what accelerates and what needs your own test.

The cockpit. Henry (architect) and Margo (red team critic) on the left, five MiniClaude workers up...

Most human-in-the-loop setups for AI agents ask one question before a risky action: is this tool...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ...

A person filling out a travel request often already has the information in a message: Prepare a...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ...

I recently came across this definition: The Agentic Development Lifecycle (ADLC)—also known as the...

A side-hustle experiment with Gemma 4, Cloudflare Workers AI, ElevenLabs, accessibility improvements, honest user feedback, and a fallback that hid the real bug.

A 4-billion-parameter image-to-3D model running entirely on your own GPU in a browser tab. No server, no upload.

This is a submission for the Hacktoberfest Open-Source AI Challenge: Week 2 — Side Hustle ...

A job offer lands in a family WhatsApp group (a composite scene, built from patterns in published...

Battle-tested pgvector HNSW tuning and hybrid search implementation after hitting severe concurrency bottlenecks in a production RAG pipeline.

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ...

Decision Brain: giving AI the why behind the work, with FalkorDB I built Decision Brain...

You upload a document, ask a question, and get an incomplete answer. You check the source. The...

I Lost a Working n8n Workflow to a Bad Edit — Now Git Versions Every Deploy Part of my...

PrintBrief: Turning Messy Customer Messages into Print-Ready Orders with Local AI This is...

Battle-tested comparison of Magnitude's auto-tuning kernel approach against Ollama's static compilation for on-device LLM inference across M2, RTX 4090, and CPU.

A year of building with AI put me on three stages. I liked the message more than the...

This is a submission for the Hacktoberfest 2026 DEV Challenge: Side Hustle. What I...

Why Flat Vector DBs Break Agent Swarms — And How We Built AgentMesh AI with FalkorDB If you have...

A local-AI receipt scanner: photograph a receipt, let Tesseract + Gemma draft it, correct it, and keep a price history you can actually use. Built around the one honest truth about small models — they draft, you confirm.

A September 2026 paper got coding agents to delete their own session traces on request. If the agent can write the record, it isn't evidence.

Every Game Is Connected — I Built the Graph That Proves It Recommendation engines are...

A marketing contractor called alice.moreno clicks the wrong link. Someone on the security team now...

What I Built PrivateDesk is a local document Q&A app for small professional offices:...

This is a submission for the Hacktoberfest 2026 Week 2 challenge. What I Built When a...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle. ...

What I Built CertProof makes certificates for events, then checks its own work. You pick...

The headless command, JSON flag, permission setup, resume and exit code for Claude Code, Codex, Gemini CLI, Copilot CLI and OpenCode, from current docs.

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ...

PAP standardizes the front door for personal agents. We explore one answer to what sits behind it: a company agent that talks but holds no execution authority. What that caps, what it doesn't, and what is untested.

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ...

Recap During the AI Agent development craze over the past year, the first Agent many...

It's 11:47 PM in Patna. Classes ended hours ago, and a coaching teacher is typing tomorrow's practice...

A local-first government tender radar: open-weight clause extraction, evidence-verified eligibility matching behind a citation guard, TabPFN win scoring, guarded compliance drafting. Built for Hacktoberfest Week 2 (Side Hustle).

I experiment with skills often, constantly tweaking the ones I create and trying out skills from...