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
Claude Code Research
Field notes on Claude Code MCP, hooks, CLAUDE.md, skills, code review, and team conventions for production engineering teams.
Start with Claude Code team adoption, Claude Code review, and shared agent workflows.
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 team conventions
Claude Code 2.1.126 team conventions: connector stewards, data-class tags on MCP, a weekly retro note, a skill index, and a hook budget with rollbacks.
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