AI-Assisted Coding·7 min read
Epho Runs Claude Code with Curl
Epho wraps cloud sandboxes behind one API call, so developers can test coding agents without building the runner.
August 21, 2026·Rogier Muller
Claude Code guides: MCP, hooks, and review
Practical Claude Code guides for MCP, hooks, CLAUDE.md, skills, code review, and engineering team conventions.
Start with Claude Code team adoption, Claude Code review, and shared agent workflows.
Want to apply these guides with your team? Explore Claude Code training.
AI-Assisted Coding·10 min read
machine0 Puts Agent VMs on the CLI
machine0 gives coding agents persistent CPU and GPU VMs from a CLI. Here is what matters, what is unclear, and how to test it safely.
August 21, 2026·Rogier Muller
Open Source·9 min read
claude-code 2.1.229 Repairs Remote Sessions
claude-code 2.1.229 tightens Remote Control sessions, self-hosted hooks, plugin commands, streaming, and crash handling.
August 16, 2026·Rogier Muller
AI-Assisted Coding·9 min read
Waku Is a Native Coding-Agent App
Waku is a Rust and GPUI desktop app for coding agents. The useful question is whether native control beats chat.
August 16, 2026·Rogier Muller
Methodology·4 min read
Reading the Anthropic Claude Code hooks documentation properly
A practitioner's guide to the Anthropic Claude Code hooks documentation: which events matter, how exit codes work, and the mistakes teams make first.
August 15, 2026·Rogier Muller
Methodology·3 min read
The best MCP servers for Claude Code are the few you keep
The best MCP servers for Claude Code are the three or four that reach data the agent cannot get from your files. Here is how to choose.
August 15, 2026·Rogier Muller
Methodology·3 min read
Brainless GitHub panels and the trust they borrow
Brainless is a shadcn registry for agent-style UI. Wiring a Brainless GitHub panel to real repo access needs care.
August 15, 2026·Rogier Muller
Methodology·3 min read
Brainless UI, and why agents work better against it
A brainless UI keeps logic out of components. It makes agent-written frontend code reviewable, testable, and much easier to fix.
August 15, 2026·Rogier Muller
Methodology·3 min read
A Claude CLI workflow for tasks longer than an hour
A Claude CLI workflow built around context, checkpoints, and review, for work that takes longer than a single sitting.
August 15, 2026·Rogier Muller
Methodology·3 min read
The Claude Code CLI workflow after the novelty wears off
A Claude Code CLI workflow built around plan mode, short sessions, slash commands you wrote yourself, and hooks that enforce rules nobody remembers.
August 15, 2026·Rogier Muller
Methodology·3 min read
Claude Code hooks that earn their place in a repo
Claude Code hooks turn a convention the model might follow into a rule it cannot skip. The four we see teams keep, and the ones they regret.
August 15, 2026·Rogier Muller
Methodology·3 min read
When Claude Code MCP servers help, and when they hurt
Claude Code MCP servers give the agent real data instead of guesses. They also cost context on every request. How to decide which ones to keep.
August 15, 2026·Rogier Muller
Methodology·4 min read
Getting a Claude Code review worth reading
A Claude Code review is only as good as the scope you give it. How to set that scope, where it beats a human reviewer, and where it wastes your time.
August 15, 2026·Rogier Muller
Methodology·4 min read
Running a Claude Code security review that finds real bugs
A Claude Code security review is good at data-flow bugs and bad at threat modelling. How to scope it so the findings are worth reading.
August 15, 2026·Rogier Muller
Methodology·4 min read
Claude Code skills, and when they beat a prompt
Claude Code skills are folders of instructions loaded on demand. What they are good for, where they rot, and how to write one that survives a team.
August 15, 2026·Rogier Muller
Methodology·3 min read
Claude Code subagents are a context tool
Claude Code subagents are not a team of experts. They keep noise out of your main context, and that framing tells you when to use them.
August 15, 2026·Rogier Muller
Methodology·4 min read
Claude Code vs GitHub Copilot for engineering teams
Claude Code vs GitHub Copilot, compared on how each one actually behaves in a real repo, and which teams should run both.
August 15, 2026·Rogier Muller
Methodology·3 min read
What the claude mcp command actually configures
The claude mcp command adds, lists, and removes MCP servers. The part that matters is scope, and picking the wrong one breaks it for your team.
August 15, 2026·Rogier Muller
Methodology·3 min read
Your CLAUDE.md is probably too long
CLAUDE.md is the file your agent reads every turn. Why long ones stop working, what belongs in it, and a rewrite that takes twenty minutes.
August 15, 2026·Rogier Muller
Methodology·3 min read
A CLI workflow that survives a real working day
A CLI workflow for agentic coding that holds up under interruptions, review, and long tasks, with the parts that break.
August 15, 2026·Rogier Muller
AI-Assisted Coding·11 min read
Maximizing Claude Code Sessions
Anthropic’s session-value guidance shows how to spend less context, avoid cache surprises, and compare coding agents fairly.
August 15, 2026·Rogier Muller
Methodology·3 min read
How MCP servers actually behave in a real repo
MCP servers give a coding agent tools beyond your files. What they cost you in context, and how to keep the list short.
August 15, 2026·Rogier Muller
Methodology·3 min read
What good MCP technical training actually covers
MCP technical training that goes past the hello-world server: transports, tool design, auth, and the failure modes that bite once real teams connect real systems.
August 15, 2026·Rogier Muller
Methodology·3 min read
OpenKnowledge vs Obsidian for a team Claude can read
Comparing OpenKnowledge vs Obsidian for engineering notes, judged on one thing: can a coding agent read the knowledge without a plugin.
August 15, 2026·Rogier Muller
Methodology·3 min read
Working with Opus 5 in Claude Code without burning budget
When to reach for Opus 5 in Claude Code, when a smaller model is the better call, and the habits that decide whether the bigger model actually pays off.
August 15, 2026·Rogier Muller
Open Source·9 min read
self-bench Turns Private PRs Into Evals
self-bench turns completed private PRs into coding-agent evals, with a safer way to measure agents on real repo work.
August 15, 2026·Rogier Muller
Open Source·9 min read
claude-code 2.1.232 Enables Agent Forks
claude-code v2.1.232 changes subagent defaults, cross-session messaging, GitLab token redaction, and what to test first.
August 14, 2026·Rogier Muller
AI-Assisted Coding·8 min read
/show-me Makes Coding Agents Draw
HumanLayer's /show-me turns coding-agent explanations into compact visuals so developers can review shape, flow, and risk faster.
August 14, 2026·Rogier Muller
AI-Assisted Coding·9 min read
Claude Code 2.1.229 Stabilizes Remote Control
Claude Code 2.1.229 steadies Remote Control, MCP OAuth, streaming, hooks, and plugin command sources.
August 13, 2026·Rogier Muller
Open Source·8 min read
Simon Willison Ships alchemy-utils Alpha
Simon Willison’s alchemy-utils 0.1a0 turns an AI-built database spike into a small alpha worth studying.
August 13, 2026·Rogier Muller
AI-Assisted Coding·9 min read
Best Programming Language for Coding Agents?
Dan Luu’s token-efficiency post asks whether language choice matters when coding agents read and write code.
August 12, 2026·Rogier Muller
AI-Assisted Coding·8 min read
Claude Code User-Agent Email Leak Report
A reported Claude Code curl User-Agent email leak shows why agent-run network commands need explicit header review.
August 12, 2026·Rogier Muller
Open Source·9 min read
Ante Runs Offline in One Binary
Ante packages a local coding agent into one binary, with clear tradeoffs for offline runs and code review.
August 11, 2026·Rogier Muller
AI-Assisted Coding·8 min read
Claude Code Makes Auto Mode Default
Claude Code now defaults to Auto mode. Here is what changed, why developers cared, and the safest first repo check.
August 11, 2026·Rogier Muller
Open Source·9 min read
qwen3.8-max-local-coding Makes Qwen Studio Edit Repos
qwen3.8-max-local-coding connects Qwen Studio to local repos through MCP, with a safe review boundary for edits.
August 9, 2026·Rogier Muller
AI-Assisted Coding·9 min read
Try Benzi Tests Code Maps Against Claude Code
Try Benzi maps codebases for agents, checks writes with static analysis, and gives Claude Code users a measurement lesson.
August 9, 2026·Rogier Muller
AI-Assisted Coding·10 min read
Managing AI Coding Costs at Scale: Worth It?
Databricks’ AI coding cost post sparked a fair fight over metering, platform spend, and review habits.
August 8, 2026·Rogier Muller
Open Source·9 min read
Mirafold Gives Terminal Agents a Browser UI
Mirafold wraps terminal coding agents in a browser UI, showing when the extra surface helps and when to stay in the shell.
August 8, 2026·Rogier Muller
Open Source·9 min read
aident-skill Connects Codex and Claude Code to Apps
Aident Loadout gives Claude Code and Codex app actions; learn what the GitHub project does and when to try it safely.
August 7, 2026·Rogier Muller
Open Source·9 min read
mcp-use v2 Goes Stateless
mcp-use v2 was rebuilt for stateless MCP. Learn what changed, why it matters, and where to set review boundaries.
August 7, 2026·Rogier Muller
Open Source·9 min read
claude-code 2.1.223 Tightens Marketplace Permissions
v2.1.223 adds marketplace wildcards, model fallback warnings, teleport hints, and security fixes for Claude Code.
August 6, 2026·Rogier Muller
AI-Assisted Coding·10 min read
Armature Shows MCP Session Analytics
Armature reconstructs MCP agent sessions so developers can see use cases, failures, and review evidence.
August 4, 2026·Rogier Muller
Open Source·8 min read
book-skills Turns Work Books Into Claude Skills
book-skills packages management and programming books as Claude Code skills, with a safe way to test when that helps.
August 4, 2026·Rogier Muller
Open Source·9 min read
claude-code-meter Watches Usage Pace
claude-code-meter shows Claude Code and Codex limit burn pace, so developers can avoid hitting resets mid-session.
August 3, 2026·Rogier Muller
Open Source·9 min read
MicroCodex Ships a 1MB Coding Agent
MicroCodex is a tiny C++ coding agent, and its real lesson is how to review small agent changes safely.
August 3, 2026·Rogier Muller
AI-Assisted Coding·9 min read
Ski Runs Voice Coding Locally
Ski turns local speech into prompts for Claude Code and Codex, then keeps review anchored on the diff.
August 1, 2026·Rogier Muller
Open Source·8 min read
Yamlet Makes Agent Specs Smaller
Yamlet is a small spec toolkit that pairs YAML contracts with Claude Code skills and deterministic checks.
August 1, 2026·Rogier Muller
Open Source·10 min read
agent-manager Puts AI Agents in tmux
agent-manager keeps coding agents in tmux sessions and shows where review, prompts, and stalled panes need attention.
July 31, 2026·Rogier Muller
AI-Assisted Coding·10 min read
Can Telnyx Serve Kimi K3 Fast Enough?
Telnyx is serving Moonshot AI’s 2.8T Kimi K3 model, raising fair questions about latency, throughput, and local evals.
July 29, 2026·Rogier Muller
Open Source·10 min read
verified-3d-mesh-intersection Proves 3D CSG
A Lean 4 mesh-intersection project shows why a small formal spec can beat reviewing thousands of AI-written lines.
July 29, 2026·Rogier Muller
Open Source·9 min read
claude-code 2.1.218 Backgrounds /code-review
claude-code 2.1.218 moves /code-review into a background subagent and tightens MCP, terminal, and accessibility edges.
July 28, 2026·Rogier Muller
Open Source·9 min read
FeyNoBg Removes Backgrounds in Public
Feyn released FeyNoBg and NoBg; here is what developers should test before wiring it into agent-written code.
July 28, 2026·Rogier Muller
Open Source·10 min read
Boffin Tries Per-Edit Agent Constraints
Boffin routes file-specific constraints to AI coding agents so small fixes stay small and verified.
July 27, 2026·Rogier Muller
AI-Assisted Coding·9 min read
Claude Code 2.1.218 Backgrounds Reviews
Claude Code 2.1.218 moves reviews into a background subagent and fixes sharp edges in terminals, paths, and accessibility.
July 27, 2026·Rogier Muller
Open Source·9 min read
claude-code 2.1.219 Surfaces MCP Failures
claude-code 2.1.219 makes MCP failures, directory changes, and sandbox network rules easier to test before upgrading.
July 26, 2026·Rogier Muller
Open Source·9 min read
claude-code-survival-kr Keeps Agents From Breaking Code
claude-code-survival-kr is a copy-paste rule set for coding agents. It shows where hard limits beat polite prompts.
July 26, 2026·Rogier Muller
AI-Assisted Coding·9 min read
Claude Code 2.1.219 Adds Opus 5
Claude Code 2.1.219 adds Opus 5, stricter sandbox networking, better MCP errors, and a new DirectoryAdded hook.
July 25, 2026·Rogier Muller
AI-Assisted Coding·10 min read
Echo Routes Open-Weight Models for Less
Echo tries to route tasks across open-weight models, promising Fable-level output for less money while raising eval questions.
July 24, 2026·Rogier Muller
Open Source·9 min read
OneCLI Keeps Secrets Out of Agents
OneCLI shows a cleaner boundary for AI coding agents: fake keys in the session, real secrets behind a gateway.
July 24, 2026·Rogier Muller
AI-Assisted Coding·9 min read
Bento Puts Slides in One HTML File
Bento puts editing, viewing, slide data, animation, and collaboration into one HTML file you can inspect.
July 23, 2026·Rogier Muller
AI-Assisted Coding·9 min read
Review Habits for AI-Generated Code
Teams learn a simple review workflow for AI-generated code, with a checklist, comparison table, and Claude Code habits.
July 23, 2026·Rogier Muller
Open Source·10 min read
claude-code 2.1.216 Loosens Sandboxes
claude-code 2.1.216 adds a filesystem sandbox escape hatch and fixes stalls, resumes, web answers, and worktree isolation.
July 22, 2026·Rogier Muller
Open Source·9 min read
CodeAlmanac Writes Wikis From Agent Chats
CodeAlmanac turns Claude Code and Codex chats into a local wiki. Learn where it fits, what to watch, and a safe MCP path.
July 22, 2026·Rogier Muller
AI-Assisted Coding·9 min read
Bloomy Brings AI Tutoring to K-12
Bloomy’s Launch HN shows the promise and hard boundary of Socratic AI tutoring for students and coding agents.
July 21, 2026·Rogier Muller
AI-Assisted Coding·8 min read
Claude Code 2.1.215 Makes Reviews Explicit
Claude Code 2.1.215 makes /verify and /code-review explicit, with a small repo checklist for safer review flow.
July 21, 2026·Rogier Muller
AI-Assisted Coding·8 min read
claw-coder Runs an Autonomous Local Agent
Gabriel Blessed’s claw-coder post shows why local agents need privacy controls and machine-safety boundaries.
July 21, 2026·Rogier Muller
Open Source·9 min read
Agent-talk Gives Coding Agents a Backchannel
agent-talk adds a message backchannel between agent sessions; here is what changed, what is rough, and how to test it safely.
July 18, 2026·Rogier Muller
Open Source·8 min read
claude-code 2.1.212 Splits Forks and Subtasks
Claude Code v2.1.212 changes /fork, /subtask, agent limits, and MCP backgrounding. Here is what to test.
July 18, 2026·Rogier Muller
AI-Assisted Coding·9 min read
Claude Code 2.1.212 Tames Background Sessions
Claude Code 2.1.212 changes /fork, MCP backgrounding, and safety limits so review sessions stay usable.
July 17, 2026·Rogier Muller
AI-Assisted Coding·8 min read
Google Vids Adds Gemini Omni, Avatars
Google Vids now uses Gemini Omni and personal avatars, making generated video a reviewable engineering artifact.
July 17, 2026·Rogier Muller
AI-Assisted Coding·9 min read
Brainless: Claude Code-Style Shadcn Components
Brainless is a shadcn registry for agent-like UI, with a safe Claude Code MCP example for GitHub.
July 16, 2026·Rogier Muller
Open Source·11 min read
deja-vu Shares Agent Memory Over SSH
deja-vu turns local coding-agent logs into searchable, shareable memory for Claude Code, Codex, and opencode.
July 16, 2026·Rogier Muller
Open Source·9 min read
Juggler Puts Coding Agents in a GUI
Juggler is an open-source GUI coding agent that makes tool calls, context, and branches easier to inspect.
July 15, 2026·Rogier Muller
AI-Assisted Coding·10 min read
Microsoft’s Claude Code and Copilot CLI Study
Microsoft’s CLI study found more merged PRs, but the useful lesson is how to measure agent work without trusting PR count alone.
July 15, 2026·Rogier Muller
Open Source·8 min read
claude-meseeks Adds Meeseeks Waiting Alerts
claude-meseeks plays Mr. Meeseeks audio when Claude Code needs you, and this explains how to test it safely.
July 14, 2026·Rogier Muller
Open Source·10 min read
clawk Puts Coding Agents in VMs
Clawk runs coding agents inside disposable Linux VMs so your laptop is not the execution boundary.
July 14, 2026·Rogier Muller
AI-Assisted Coding·9 min read
Terence Tao Builds Apps With Coding Agents
Terry Tao’s app experiments show where coding agents help: small visual tools, bounded risk, and human review.
July 13, 2026·Rogier Muller
AI-Assisted Coding·9 min read
Why Claude Code Sends 33k Tokens First
Systima measured Claude Code and OpenCode token overhead; here is the debate and a small repo experiment to run yourself.
July 13, 2026·Rogier Muller
Open Source·10 min read
claude-code 2.1.205 Fixes Workflow Edges
claude-code v2.1.205 fixes transcript safety, schema handling, background agents, MCP import, and worktree cleanup.
July 12, 2026·Rogier Muller
Open Source·7 min read
searxng-ai-kit Packages SearXNG for MCP
searxng-ai-kit packages SearXNG as a CLI and MCP server so coding agents can search without extra search infrastructure.
July 12, 2026·Rogier Muller
AI-Assisted Coding·9 min read
Abralo Puts Claude Agents in One Window
Abralo is a free window for several Claude Code agents, useful when terminal splits hide what needs review.
July 11, 2026·Rogier Muller
Open Source·9 min read
claude-code 2.1.206 Smooths Repo Friction
claude-code 2.1.206 fixes small workflow surprises in /cd, /doctor, git pushes, worktrees, MCP, and login.
July 10, 2026·Rogier Muller
AI-Assisted Coding·10 min read
Databricks Tests Agents on Millions of Lines
Databricks benchmarked coding agents on a huge repo. Learn why task cost, harness design, and repo shape matter.
July 10, 2026·Rogier Muller
AI-Assisted Coding·11 min read
Claude Code 2.1.205 Hardens Agent State
Claude Code 2.1.205 fixes session safety, schema output, background agents, MCP imports, and Windows edge cases.
July 9, 2026·Rogier Muller
Open Source·9 min read
Moo Versions the Whole Machine
Moo isolates each branch or agent attempt in a Linux microVM, making parallel AI coding less collision-prone.
July 9, 2026·Rogier Muller
Open Source·10 min read
claude-code 2.1.202 Tunes Dynamic Workflows
Claude Code 2.1.202 adds dynamic workflow sizing and telemetry fields, plus fixes that make remote sessions less brittle.
July 8, 2026·Rogier Muller
Open Source·9 min read
Rowboat vs Claude Desktop: App or Chat?
Rowboat turns AI work into local surfaces; this compares it with Claude Desktop and shows when each fits.
July 8, 2026·Rogier Muller
AI-Assisted Coding·9 min read
Claude Code 2.1.202 Adds Workflow Controls
Claude Code 2.1.202 adds workflow size guidance, OTel attributes, and fixes worth testing in one real repo.
July 7, 2026·Rogier Muller
AI-Assisted Coding·9 min read
Ask HN: Banned From Claude Code
A Hacker News Claude Code ban sparked a debate about account risk, fallbacks, and safer MCP habits.
July 6, 2026·Rogier Muller
Open Source·8 min read
TikZ Editor Turns LaTeX Figures Visual
TikZ Editor lets LaTeX authors drag figures visually while keeping source code readable and reviewable.
July 6, 2026·Rogier Muller
Open Source·9 min read
open-knowledge vs Obsidian and Notion
open-knowledge is an open-source, AI-first alternative to Obsidian and Notion. This piece compares them and adds a Claude Code review workflow.
July 5, 2026·Rogier Muller
AI-Assisted Coding·7 min read
Manufact (YC S25) Ships MCP Cloud
A story-first look at Manufact’s MCP Cloud launch and the safe Claude Code boundary to test first.
July 3, 2026·Rogier Muller
AI-Assisted Coding·8 min read
Claude Workflow Training for Teams
A Claude Code team rollout plan for shared agent workflows, training loops, review receipts, and safer autonomy.
July 2, 2026·Rogier Muller
AI-Assisted Coding·9 min read
Claude Code Rollout Drill
A team rollout plan for turning Claude Code changelog updates into safer conventions, permissions, and review habits.
July 2, 2026·Rogier Muller
AI-Assisted Coding·9 min read
Train Safer AI Coding Habits
Use a bounded rollout, review receipts, and tool limits to train coding agents safely across a team.
July 1, 2026·Rogier Muller
AI-Assisted Coding·8 min read
Bound Claude Code Agent Teams
A team convention for running Claude Code subagents with clear scopes, MCP limits, and review receipts.
July 1, 2026·Rogier Muller
AI-Assisted Coding·8 min read
Train Teams on Coding Agents Safely
A practical rollout plan for Claude Code teams: rules, MCP boundaries, skills, hooks, and review gates for safer agentic coding.
June 30, 2026·Rogier Muller
AI-Assisted Coding·9 min read
Adopt Claude Code as a Team
A practical Claude Code rollout plan for shared CLAUDE.md rules, MCP access, hooks, skills, and review habits.
June 30, 2026·Rogier Muller
AI-Assisted Coding·9 min read
Review Rules for AI Coding Agents
A practical Claude Code convention for aligning teams on AI-assisted code review, MCP boundaries, and review guardrails.
June 29, 2026·Rogier Muller
AI-Assisted Coding·9 min read
Run a Claude Code Team Workshop
A hands-on rollout plan for Claude Code teams: CLAUDE.md, MCP boundaries, hooks, and review habits.
June 29, 2026·Rogier Muller
AI-Assisted Coding·8 min read
A Safer Agent Review Convention
A practical Claude Code convention for safer agent-assisted reviews, MCP boundaries, and engineering team adoption.
June 28, 2026·Rogier Muller
AI-Assisted Coding·9 min read
Learn Claude Code as a Team
A practical Claude Code team rollout plan with CLAUDE.md, hooks, MCP, skills, and review conventions.
June 28, 2026·Rogier Muller
AI-Assisted Coding·8 min read
Orchestrate Coding Agents Safely
A practical team convention for orchestrating Claude Code agents with scoped rules, MCP limits, and review gates.
June 27, 2026·Rogier Muller
AI-Assisted Coding·8 min read
Team Conventions for Claude Agents
A practical convention for Claude Code teams using agents, CLAUDE.md, hooks, MCP, and review gates.
June 27, 2026·Rogier Muller
AI-Assisted Coding·8 min read
Pick Code Review Agents Safely
A Claude Code workflow for safer AI code review, with review receipts, MCP boundaries, and team guardrails.
June 26, 2026·Rogier Muller
AI-Assisted Coding·9 min read
Claude Code Hook Conventions
A practical team guide to Claude Code hooks, CLAUDE.md, MCP boundaries, and review habits.
June 26, 2026·Rogier Muller
AI-Assisted Coding·10 min read
Compare Coding Agents With Guardrails
A practical governance matrix for comparing Claude Code, Claude, and Codex in engineering teams.
June 25, 2026·Rogier Muller
AI-Assisted Coding·9 min read
MCP Setup for Claude Teams
A practical Claude Code team guide for MCP integrations, CLAUDE.md rules, hooks, and review habits.
June 25, 2026·Rogier Muller
AI-Assisted Coding·8 min read
Bounded Benchmarks for Coding Agents
How engineering teams can use signed, isolated benchmarks to govern Claude Code and other coding agents.
June 24, 2026·Rogier Muller
AI-Assisted Coding·9 min read
Accept Claude Skills Like Code
A team guide for accepting Claude Code skills with CLAUDE.md, hooks, MCP notes, and a review rubric.
June 24, 2026·Rogier Muller
AI-Assisted Coding·8 min read
How Coding Agents Stay Inside Bounds
A practical team convention for governing Claude Code, MCP access, hooks, and autonomous agent reviews.
June 23, 2026·Rogier Muller
AI-Assisted Coding·9 min read
Make Coding Agents Follow a Workflow
A practical convention for governing coding agents with Claude Code rules, MCP boundaries, and review guardrails.
June 23, 2026·Rogier Muller
AI-Assisted Coding·10 min read
Let Coding Agents Work Safely
A practical Claude Code team convention for agentic coding workflows, MCP boundaries, hooks, and safer review.
June 23, 2026·Rogier Muller
AI-Assisted Coding·8 min read
Subagent Conventions for Claude Code Teams
Set a practical Claude Code convention for subagents, CLAUDE.md, hooks, MCP, and team reviews.
June 23, 2026·Rogier Muller
AI-Assisted Coding·8 min read
A Claude Code Subagent Playbook
A practical playbook for Claude Code teams using subagents, CLAUDE.md, hooks, MCP, and review rules.
June 23, 2026·Rogier Muller
AI-Assisted Coding·8 min read
Run Claude Subagents as a Team
A practical Claude Code convention for subagents, CLAUDE.md, hooks, MCP permissions, and team review habits.
June 23, 2026·Rogier Muller
AI-Assisted Coding·8 min read
Skill Gates for AI Coding Teams
A Claude Code convention for accepting agent skills, setting MCP boundaries, and reviewing mixed-skill team work.
June 22, 2026·Rogier Muller
AI-Assisted Coding·8 min read
Team Conventions for Claude Code
A practical guide to CLAUDE.md, hooks, MCP, and review habits for teams adopting Claude Code.
June 22, 2026·Rogier Muller
AI-Assisted Coding·8 min read
A Team Operating Model for Claude Code
A practical Claude Code team operating model covering CLAUDE.md, hooks, MCP permissions, and review habits.
June 22, 2026·Rogier Muller
AI-Assisted Coding·8 min read
Pick the Review Workflow, Not the Bot
A Claude Code-first guide to AI code review guardrails, MCP boundaries, and a pasteable review receipt.
June 21, 2026·Rogier Muller
AI-Assisted Coding·8 min read
Practical Rules for Claude Code Teams
A practical guide to CLAUDE.md, hooks, MCP, and review habits for using Claude Code across a real engineering team.
June 21, 2026·Rogier Muller
AI-Assisted Coding·9 min read
Governed AI Coding at Team Scale
A Claude Code workflow for measuring team AI coding ROI with skills, MCP boundaries, and review guardrails.
June 20, 2026·Rogier Muller
AI-Assisted Coding·8 min read
A Team Claude Code Review Workflow
A practical Claude Code review workflow with CLAUDE.md, MCP boundaries, hooks, and a paste-ready PR receipt.
June 20, 2026·Rogier Muller
AI-Assisted Coding·9 min read
Claude Code or Copilot for Teams
A practical Claude Code vs GitHub Copilot guide for teams setting CLAUDE.md, hooks, MCP, and review conventions.
June 18, 2026·Rogier Muller
AI-Assisted Coding·6 min read
How Anthropic Teams Use Claude Code
Team conventions for Claude Code: CLAUDE.md, hooks, MCP, skills, and review habits engineers can actually use.
June 17, 2026·Rogier Muller
AI-Assisted Coding·6 min read
How to enable agent teams in Claude Code
A practical Claude Code agent-team checklist for CLAUDE.md, subagents, hooks, MCP, and review control.
June 16, 2026·Rogier Muller
AI-Assisted Coding·7 min read
Hands-On Claude Code Workshops for UK Development Teams
A practical Claude Code team convention guide for shared CLAUDE.md rules, review habits, and adoption under delivery pressure.
June 15, 2026·Rogier Muller
AI-Assisted Coding·7 min read
Learn More About Claude Code
A practical Claude Code rollout guide for teams using CLAUDE.md, skills, hooks, and review habits.
June 14, 2026·Rogier Muller
AI-Assisted Coding·6 min read
Claude Code team conventions for coding workflows
Practical Claude Code rollout guide for teams using CLAUDE.md, skills, hooks, and review habits.
June 13, 2026·Rogier Muller
AI-Assisted Coding·6 min read
Agent Code Review Without Drift
Practical 2026 ai code review checklists, review guardrails, and ownership for coding agents.
May 29, 2026·Rogier Muller
AI-Assisted Coding·6 min read
Claude Code hooks and team conventions
A practical guide to claude code hooks documentation, CLAUDE.md, MCP, and reviewable team conventions.
May 25, 2026·Rogier Muller
AI-Assisted Coding·6 min read
Claude Code MCP team conventions
Practical Claude Code guidance for claude mcp, CLAUDE.md, hooks, and reviewable team conventions.
May 24, 2026·Rogier Muller
AI-Assisted Coding·5 min read
Claude Code team skills and conventions
Claude Code 2.1.150 tightens team conventions around claude code skills, CLAUDE.md, hooks, and shared repo context.
May 23, 2026·Rogier Muller
AI-Assisted Coding·6 min read
Claude Code team conventions
Claude Code teams need one shared way to set context, review changes, and keep agent work inside repo rules.
May 21, 2026·Rogier Muller
AI-Assisted Coding·7 min read
Claude Code hooks for teams
A practical guide to Claude Code hooks, CLAUDE.md, MCP, and team review habits. Read the workflow, review rules, and team training patterns for MCP.
May 20, 2026·Rogier Muller
AI-Assisted Coding·6 min read
Claude Code review receipts
A practical Claude Code review workflow for team conventions, CLAUDE.md, hooks, MCP, and a copyable review receipt.
May 19, 2026·Rogier Muller
AI-Assisted Coding·6 min read
Agentic Coding Breaks At The Handoff
Most teams do not lose control when an agent writes bad code. They lose it when nobody can explain the change ten minutes later. The handoff is the interface.
May 17, 2026·Rogier Muller
AI-Assisted Coding·5 min read
Claude Code 2.1.139 team conventions
Claude Code 2.1.139 team conventions: a CLAUDE TOC, red-folder approvals, data-class tags on MCP connectors, and a weekly retro note.
May 17, 2026·Rogier Muller
AI-Assisted Coding·6 min read
Best practices for agentic coding in real environments
An operating guide to best practices for agentic coding in real environments: rule-file precedence, scope ledgers, replay receipts, connector cards.
May 16, 2026·Rogier Muller
AI-Assisted Coding·5 min read
claude_code_stop_hook_block_cap in Claude Code 2.1.143
What claude_code_stop_hook_block_cap searchers need: the Claude Code 2.1.143 hook change handled as convention, with rollback paths and receipts.
May 16, 2026·Rogier Muller
AI-Assisted Coding·6 min read
Claude Code 2.1.142 team conventions
Claude Code 2.1.142 team conventions for parallel agent streams: a skill index, a hook budget, a CLAUDE TOC, and red-folder approvals.
May 15, 2026·Rogier Muller
AI-Assisted Coding·6 min read
Codex workspace agents need repo rules
Codex workspace agents and Claude cloud agents need repo rules: scoped boundary files, connector cards, and replay receipts reviewers can check.
May 14, 2026·Rogier Muller
AI-Assisted Coding·5 min read
Claude Code 2.1.141 team conventions
Claude Code 2.1.141 team conventions: a CLAUDE TOC, red-folder approvals, data-class tags on MCP connectors, and a weekly retro note.
May 14, 2026·Rogier Muller
AI-Assisted Coding·6 min read
Claude Code 2.1.140: team conventions
Claude Code 2.1.140 team conventions: a skill index for precedence, a hook budget, a CLAUDE TOC, and red-folder approvals reviewers can trace.
May 13, 2026·Rogier Muller
AI-Assisted Coding·6 min read
AI coding agents workflow guardrails for browser control
Workflow guardrails for AI coding agents with browser control: child receipts, decision stubs, scope ledgers, and a supremacy clause reviewers can audit.
May 11, 2026·Rogier Muller
AI-Assisted Coding·6 min read
Claude Code 2.1.136: team convention fixes
Claude Code 2.1.136 team convention fixes for engineering teams: a weekly retro note, a skill index, a hook budget, and a CLAUDE TOC reviewers can audit.
May 11, 2026·Rogier Muller
AI-Assisted Coding·6 min read
Claude Code 2.1.138: team conventions check
A Claude Code 2.1.138 team conventions check: PR receipts, a weekly retro note, a skill index, a hook budget, and a CLAUDE TOC reviewers can audit.
May 10, 2026·Rogier Muller
AI-Assisted Coding·5 min read
Claude Code 2.1.137 fixes Windows activation
Claude Code 2.1.137 fixes Windows activation; the team conventions that matter are a weekly retro note, a skill index, a hook budget, and a CLAUDE TOC.
May 9, 2026·Rogier Muller
AI-Assisted Coding·5 min read
Claude Code 2.1.132 team conventions
Claude Code 2.1.132 team conventions for engineering teams: a skill index, a hook budget, a CLAUDE TOC, and red-folder approvals reviewers can audit.
May 7, 2026·Rogier Muller
AI-Assisted Coding·6 min read
Claude Code 2.1.129 team conventions
Claude Code 2.1.129 team conventions: skill precedence, a hook budget, a CLAUDE TOC, and red-folder approvals that end review-thread archaeology.
May 6, 2026·Rogier Muller
AI-Assisted Coding·6 min read
Agentic coding governance that holds in review
Agentic coding governance as an operating guide: connector ownership, scope ledgers, decision stubs, and review receipts for MCP-connected engineering teams.
May 5, 2026·Rogier Muller
AI-Assisted Coding·5 min read
Claude Code 2.1.128 team conventions
Claude Code 2.1.128 team conventions: red-folder approvals, data-class tags, a weekly retro note, and a skill index that ends precedence trivia nights.
May 5, 2026·Rogier Muller
AI-Assisted Coding·5 min read
Claude Code 2.1.120 for shared repos
Claude Code 2.1.120 for shared repos: a weekly retro note, a skill index, a hook budget, and a CLAUDE TOC that keep parallel streams reviewable.
May 4, 2026·Rogier Muller
AI-Assisted Coding·6 min read
AI coding agents need workflow guardrails
Workflow guardrails for AI coding agents: a precedence clause, a replay mandate, connector cards, and child receipts that keep forks explainable in review.
May 3, 2026·Rogier Muller
AI-Assisted Coding·6 min read
Claude Code 2.1.121: MCP guardrails
Claude Code 2.1.121 MCP guardrails: data-class tags, a weekly retro note, a skill index, and a hook budget reviewers can check before merge.
May 3, 2026·Rogier Muller
AI-Assisted Coding·7 min read
Always-on AI code review governance
AI code review governance for always-on agents: receipts, scopes, and owners that answer why a file changed without replaying chat.
May 2, 2026·Rogier Muller
AI-Assisted Coding·5 min read
Claude Code 2.1.122 team conventions
Claude Code 2.1.122 team conventions for clogged merge trains: a weekly retro note, a skill index, a hook budget, and a CLAUDE TOC reviewers can audit.
May 2, 2026·Rogier Muller
Methodology·6 min read
AI agent boundaries that hold under pressure
A boundary-setting guide to AI agent boundaries: connector cards, scope ledgers, child receipts, and decision stubs that stop permission drift.
May 1, 2026·Rogier Muller
AI-Assisted Coding·6 min read
Claude Code 2.1.126: MCP, hooks, skills
Use Claude Code 2.1.126 with clear MCP ownership, a hook budget, a skill index, and a short weekly review that keeps team conventions current.
May 1, 2026·Rogier Muller
Methodology·6 min read
Eval platform governance for AI coding teams
A governance memo on eval platform governance: receipts behind scores, scoped harness access, and owners that stop Goodhart drift.
April 29, 2026·Rogier Muller
AI-Assisted Coding·6 min read
Claude Code 2.1.123 fixes OAuth retry loops
Claude Code 2.1.123 fixes OAuth retry loops; the convention work around it covers a CLAUDE TOC, red-folder approvals, data-class tags, and a retro note.
April 29, 2026·Rogier Muller
Methodology·6 min read
Agent boundaries for teams running coding agents
How to set agent boundaries for teams: connector ownership, written scopes, and review receipts that keep agent diffs explainable after the session ends.
April 28, 2026·Rogier Muller