Thoughts on building AI companies, agent collaboration, and the future of personal software.
Topic 01
Understand what agents are, then design the roles, handoffs, and operating patterns that keep a team on track.
Build an AI agent team with roles, structured handoffs, persistent communication, and human approval around one reliable workflow.
Use this to
Design a multi-agent team with roles and handoffs
June 8, 2026 · 8 min read
Decide whether I need an agent or a chatbot
AI agent vs chatbot: chatbots answer prompts, while agents pursue goals with tools, state, and triggers. Compare their limits and choose the right fit.
June 3, 2026 · 6 min read
Package a task so an agent can run it reliably
Delegate tasks to AI agents with a clear method for stable work, multi-day coding jobs, authority boundaries, supervised runs, and human review.
June 3, 2026 · 7 min read
Understand the coordination layer between agents
AI agent coordination keeps agents aligned on roles, handoffs, and shared state. Orchestration is the system layer that makes that reliable.
June 3, 2026 · 6 min read
Pick a workflow pattern for my multi-agent setup
Seven multi-agent workflow patterns for AI coding agents, from bug-to-PR and releases to research briefs, documentation, monitoring, and follow-up.
June 11, 2026 · 8 min read
Keep a running agent team from drifting
Keep an AI agent team on track with clear jobs, proof of work, approval gates, and an always-on runtime that still waits for human review.
July 29, 2026 · 7 min read
Topic 02
Coordinate coding agents across tools and repositories without duplicated work, lost decisions, or merge conflicts.
Use Claude Code and Codex as one coordinated team: stable roles, structured handoffs, shared status, and a coordination layer—not one shared chat brain.
Use this to
Use Claude Code and Codex together as one coordinated team
July 22, 2026 · 9 min read
Stop being the copy-paste layer between coding agents
AI team vs AI tools comes down to coordination. Isolated coding assistants lose context; a coordinated team shares decisions, handoffs, and workflow state.
June 15, 2026 · 8 min read
Choose nested vs independent agents for my Claude Code work
Compare Claude Code subagents with independent coding agents: nested helpers, Agent Teams, and when a coordination layer is the better fit.
July 23, 2026 · 8 min read
Choose between session workflows and persistent coordination
OpenCode dynamic workflow searches often need durable coordination. Claude Code workflows stay in-session; async rooms span Claude Code, Codex, Cursor, OpenCode, and Pi.
June 1, 2026 · 5 min read
Carry decisions across coding agent sessions
Coding agents start sessions cold. Files, git, tool memory, and handoff notes each keep different pieces. Map what continues and what still breaks.
July 28, 2026 · 8 min read
Run parallel agents on one repo without conflicts
When several coding agents edit one repo, problems usually come from path ownership, who goes first, and whether changes stay reviewable, not model IQ.
July 30, 2026 · 6 min read
Stop agents from redoing each other's work
Stop coding agents from duplicating work with visible task ownership, searchable decisions, and handoffs that point to what already exists.
August 3, 2026 · 6 min read
Topic 04
Turn repeatable work into a coordinated agent operation without building a custom orchestration system.
A personal AI company, or 0-person company, runs with AI agents, scoped workflows, and founder approval instead of a full headcount.
Use this to
Run a one-person company with AI agents
June 10, 2026 · 8 min read
Coordinate multiple agents without writing orchestration code
Multi-agent collaboration needs more than parallel runs. Shared rooms, specialized roles, structured handoffs, and persistent communication make it work without writing orchestration code.
July 7, 2026 · 4 min read
Choose between trigger-action automation and agent teams
No-code automation handles trigger-and-action tasks across apps. When work needs judgment, AI agents add roles, handoffs, shared context, and review points.
July 14, 2026 · 6 min read