Blog

How to use the STRIDE threat model to prepare for SOC 2 and Google CASA: a simple method, a worked example, control mappings and an evidence checklist.

ISO 27001, SOC 2, GDPR and CASA explained in simple English, with tables, diagrams, example controls and a simple guide to which one you need.

Debounce, throttle, rate limiting and 15 related patterns, from batching to circuit breakers, explained in simple English with a simple diagram for each.

The classic golden path, upgraded for AI-native teams: a knowledge base that feeds role-based agents, and a spec-driven flow from onboarding to the customer.

A simple, team-first approach to code review for AI-written code: start from the spec, match review depth to risk, ask for proof, and ship behind a gate.

What changed in Claude Opus 5.5, why prompts written for older models now hurt, how to clean them up with /claude-api prompt-audit, and how a challenge-me review workflow was upgraded.

A simplified review of Recursive Language Models (RLMs), explaining how they solve Context Rot using programmatic environments.

A comprehensive guide to managing context, understanding the auto-compaction settings hierarchy, and using the /compact command to prevent context rot in Claude Code.

A comprehensive guide covering everything you need to know about managing nested repositories using Git Submodules and Git Subtrees.

How to use SkillSpector to secure your AI agent workflows and detect complex attacks like prompt injection or excessive privilege requests.

How Spec Driven Development fixes Vibe Coding's failure modes by building an engineered memory — structured specs, a shared repo layout, and AI-era code review.

The three compounding problems that make AI-powered development fail — and their solutions: shared language, feedback loops, and intentional code design.

An in-depth developer's guide to mastering Claude Code: CLAUDE.md guidelines, memory management, subagent isolation, parallel sessions, compaction strategies, and hooks automation.

Learn the discipline of building the systems, constraints, and infrastructure around an AI model to make it reliable and useful in production.

A practical guide detailing key strategies to fix and prevent context failures in LLMs, including RAG, tool loadouts, and session management commands.

An in-depth guide to context optimization, managing session compaction, and mitigating context failure modes like rot and distraction.

A practical guide covering the top 6 prompting techniques, long-context best practices, and security measures — with real-world examples.

Learn how to use the Caveman Method to force AI agents to respond with maximum efficiency and zero filler.

A brief overview of Recursive Language Models (RLMs) and how they solve the Context Rot problem.

An in-depth analysis of the Gemini CLI's multi-agent routing system using raw request/response logs.

Learn how to use mitmproxy to intercept and analyze the actual payloads sent to Large Language Models.

Read my latest thoughts on this topic directly on Medium.

Read my latest thoughts on this topic directly on Medium.

Read my latest thoughts on this topic directly on Medium.

A simple English guide on how the AI agent terminal sandbox protects your computer from rogue code sabotage.

Read my latest thoughts on this topic directly on Medium.

Read my latest thoughts on this topic directly on Medium.

Read my latest thoughts on this topic directly on Medium.

Read my latest thoughts on this topic directly on Medium.

Read my latest thoughts on this topic directly on Medium.

Read my latest thoughts on this topic directly on Medium.

Read my latest thoughts on this topic directly on Medium.

Read my latest thoughts on this topic directly on Medium.

Read my latest thoughts on this topic directly on Medium.

Read my latest thoughts on this topic directly on Medium.

Read my latest thoughts on this topic directly on Medium.

Read my latest thoughts on this topic directly on Medium.

Read my latest thoughts on this topic directly on Medium.

Read my latest thoughts on this topic directly on Medium.