Ideas in code. Stories from the workbench.

Claude Fable 5: A Clear-Eyed Look at Anthropic's New Flagship Model

A balanced, hands-on look at Claude Fable 5: how Anthropic's new flagship compares to Opus 4.8 and Sonnet 4.6 on price, context, and capabilities, and when the 2x premium is and is not worth paying.

Cover image for How to Secure AI Agents Against Prompt Injection and Tool Abuse

4 days ago 63

How to Secure AI Agents Against Prompt Injection and Tool Abuse

A defensive engineering playbook for AI agents understand direct and indirect prompt injection, then lock agents down with least privilege, human-in-the-loop gates, sandboxing, validation

Cover image for MCP Explained Without Hype: How AI Tools Connect to Apps and Data

1 week ago 150

MCP Explained Without Hype: How AI Tools Connect to Apps and Data

A plain-English technical guide to the Model Context Protocol, the problem it solves, hosts/clients/servers, tools vs resources vs prompts, transports, a minimal server, and when to adopt it.

Cover image for Ubuntu 26.04 vs 24.04 LTS: Should Developers Upgrade Now or Wait?

1 week ago 106

Ubuntu Linux DevOps

Ubuntu 26.04 vs 24.04 LTS: Should Developers Upgrade Now or Wait?

A practical decision framework for the Ubuntu 26.04 vs 24.04 LTS question the real differences for developers, who should upgrade now, who should wait, and a safe upgrade path either way.

Cover image for Ubuntu 26.04 LTS Server Setup for Developers: What Changed and What to Watch

1 week ago 134

Ubuntu Linux DevOps

Ubuntu 26.04 LTS Server Setup for Developers: What Changed and What to Watch

A developer-focused setup guide for Ubuntu 26.04 LTS servers a hardened baseline (SSH, firewall, unattended-upgrades), the kernel/runtime changes to watch versus 24.04, and a pre-migration checklist.

Cover image for AI Agents in 2026: What Developers Actually Need to Know

1 week ago 149

AI Agents in 2026: What Developers Actually Need to Know

A hype-free developer guide to AI agents in 2026 to the agent loop, tools, memory, MCP, evaluation, guardrails, and the cost and failure modes that separate a demo from production.

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1 week ago 97

Laravel PHP Programming

Multi-Tenant SaaS with Laravel 12: A Production Architecture Guide

A practical, opinionated architecture for multi-tenant SaaS on Laravel 12 — schema, subdomain routing, tenant-aware queues, Cashier billing, and the leak tests that keep you out of the news.

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Series 🧭

Learn step by step

All series

Featured series Complete · 16 parts

Learn Python by Doing: From Your First Script to Real Projects

A 16-part beginner-to-advanced Python syllabus: every lesson has runnable code in the browser, quizzes, and a matching topic in the free Learn Python Android app.

Start with part 1 View the series

What's inside

+ 11 more parts

8 parts

Build an MCP Server in Python

An 8-part hands-on track that takes you from the raw MCP protocol to a tested, secured, deployed server that Claude and other agents can actually use.

12 parts

Build Production LLM Apps with Python & FastAPI

A hands-on, 12-part track that builds from modern Python through FastAPI and into production LLM features, with runnable code in every part.

Journal ✍️

Personal reflections & notes

All journal entries

2 weeks ago 71

The Weight of Arrogance and the Peace of Distance

Humility protects the heart from becoming what arrogance destroys.

1 month ago 272

Live to the Fullest in a World of Chaos

Live to the full in a distressed world. Find meaning in the small things, reflect on gratitude, work stress, faith, and everyday life and its beauty.

1 month ago 296

When the Heart Feels Heavy: Trusting What the Soul Can Bear ?

Sometimes I find myself asking a quiet, lingering question: how much can a soul truly bear? It is not always the loud, visible hardships that weigh the most.

2 months ago 338

The Two-Faced Among Us: How to Identify Narcissism and Keep your Peace.

Others may present a mask of goodness to others when in the streets yet display a completely different persona when at home. This article will discuss the psychology of two-faced behaviour.

2 months ago 226

For the Sake of God: When Giving Becomes Worship

A reflection on purifying our intentions in giving. When we help others, is it for recognition or truly for God ( Allah ) ? This post explores moving from transactional acts to sincere worship.

2 months ago 227

Relying on people more than the creator: A Personal Reflection

A personal story about the pain of misplaced trust in people and the profound peace found in relying more on God. A lesson in balancing human connection with divine dependence.

Book Reviews 📚

Books I've read & reviewed

All book reviews

Cover image for Man's Search for Meaning by Viktor Frankl

1 week ago 70

Man's Search for Meaning by Viktor Frankl

A short, sharp book that argues meaning is the thing worth organising your life around. Forged in the worst conditions imaginable, written with the gentleness of a clinician.

Cover image for The Courage to Be Disliked by Ichiro Kishimi and Fumitake Koga

1 week ago 90

The Courage to Be Disliked by Ichiro Kishimi and Fumitake Koga

A pair of Japanese writers translate Adlerian psychology into a long, patient dialogue. The most quietly liberating book I read this year.

Cover image for Can't Hurt Me by David Goggins

2 weeks ago 81

Can't Hurt Me by David Goggins

A loud, raw, sometimes uncomfortable memoir about pain as a tool. I needed to read it. I do not need to reread it.

Cover image for The Almanack of Naval Ravikant by Eric Jorgenson

3 weeks ago 130

The Almanack of Naval Ravikant by Eric Jorgenson

A short, dense distillation of Naval's thinking on wealth, happiness, and judgement. The kind of book you keep within arm's reach.

Cover image for The Richest Man in Babylon by George S. Clason

1 month ago 133

The Richest Man in Babylon by George S. Clason

Old-fashioned personal finance wrapped in ancient Babylonian parables. Dated in tone, evergreen in substance. Still the simplest money book I would hand to a teenager.

Cover image for Eat That Frog by Brian Tracy

1 month ago 134