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Notes from the bridge

Field guides, comparisons, and ideas for builders running AI coding agents at portfolio scale.

Comparisons

The best Vibe Kanban alternative in 2026

Vibe Kanban is winding down. Here's what to look for in a replacement — and why a portfolio-scale, local-first orchestrator is the natural next step.

·8 min read
Local-first

Why local-first matters for AI coding agents

Cloud agents are convenient until your client's source code lives on someone else's servers. The case for keeping code, keys, and data on your machine.

·6 min read
Product

Inside the autonomous build loop

How Command Fleet turns one sentence into a planned, built, reviewed, merged, and deployed app — and where you stay in control.

·6 min read
AI agents

Multi-agent orchestration, explained

Run many agents at once: the conductor pattern, isolation and scheduling, and how results get reviewed and merged.

·7 min read
Comparisons

Windsurf alternative

What Windsurf does well — and where Command Fleet adds a portfolio board, your choice of agent, an autonomous build loop, and built-in deploys.

·7 min read
Comparisons

GitHub Copilot alternative

What GitHub Copilot does well — and where Command Fleet adds a portfolio board, your choice of agent, an autonomous build loop, and built-in deploys.

·7 min read
Comparisons

Replit alternative

What Replit does well — and where Command Fleet adds a portfolio board, your choice of agent, an autonomous build loop, and built-in deploys.

·7 min read
Comparisons

Bolt.new alternative

What Bolt.new does well — and where Command Fleet adds a portfolio board, your choice of agent, an autonomous build loop, and built-in deploys.

·7 min read
Comparisons

Lovable alternative

What Lovable does well — and where Command Fleet adds a portfolio board, your choice of agent, an autonomous build loop, and built-in deploys.

·7 min read
Comparisons

v0 alternative

What v0 does well — and where Command Fleet adds a portfolio board, your choice of agent, an autonomous build loop, and built-in deploys.

·6 min read
Comparisons

Cline alternative

What Cline does well — and where Command Fleet adds a portfolio board, your choice of agent, an autonomous build loop, and built-in deploys.

·7 min read
Comparisons

Aider alternative

What Aider does well — and where Command Fleet adds a portfolio board, your choice of agent, an autonomous build loop, and built-in deploys.

·7 min read
Comparisons

Continue alternative

What Continue does well — and where Command Fleet adds a portfolio board, your choice of agent, an autonomous build loop, and built-in deploys.

·7 min read
Comparisons

Sourcegraph Cody alternative

What Sourcegraph Cody does well — and where Command Fleet adds a portfolio board, your choice of agent, an autonomous build loop, and built-in deploys.

·7 min read
Comparisons

Augment Code alternative

What Augment Code does well — and where Command Fleet adds a portfolio board, your choice of agent, an autonomous build loop, and built-in deploys.

·7 min read
Comparisons

Amazon Q Developer alternative

What Amazon Q Developer does well — and where Command Fleet adds a portfolio board, your choice of agent, an autonomous build loop, and built-in deploys.

·7 min read
Comparisons

JetBrains AI alternative

What JetBrains AI does well — and where Command Fleet adds a portfolio board, your choice of agent, an autonomous build loop, and built-in deploys.

·7 min read
Comparisons

Tabnine alternative

What Tabnine does well — and where Command Fleet adds a portfolio board, your choice of agent, an autonomous build loop, and built-in deploys.

·7 min read
Comparisons

Qodo alternative

What Qodo does well — and where Command Fleet adds a portfolio board, your choice of agent, an autonomous build loop, and built-in deploys.

·7 min read
Comparisons

CodeRabbit alternative

What CodeRabbit does well — and where Command Fleet adds a portfolio board, your choice of agent, an autonomous build loop, and built-in deploys.

·7 min read
Comparisons

Greptile alternative

What Greptile does well — and where Command Fleet adds a portfolio board, your choice of agent, an autonomous build loop, and built-in deploys.

·7 min read
Comparisons

Factory.ai alternative

What Factory.ai does well — and where Command Fleet adds a portfolio board, your choice of agent, an autonomous build loop, and built-in deploys.

·7 min read
Comparisons

OpenHands alternative

What OpenHands does well — and where Command Fleet adds a portfolio board, your choice of agent, an autonomous build loop, and built-in deploys.

·7 min read
Comparisons

Google Jules alternative

What Google Jules does well — and where Command Fleet adds a portfolio board, your choice of agent, an autonomous build loop, and built-in deploys.

·7 min read
Comparisons

OpenAI Codex alternative

What OpenAI Codex does well — and where Command Fleet adds a portfolio board, your choice of agent, an autonomous build loop, and built-in deploys.

·7 min read
Comparisons

Trae alternative

What Trae does well — and where Command Fleet adds a portfolio board, your choice of agent, an autonomous build loop, and built-in deploys.

·7 min read
Comparisons

Zed alternative

What Zed does well — and where Command Fleet adds a portfolio board, your choice of agent, an autonomous build loop, and built-in deploys.

·7 min read
Comparisons

Conductor alternative

What Conductor does well — and where Command Fleet adds a portfolio board, your choice of agent, an autonomous build loop, and built-in deploys.

·7 min read
Comparisons

Terragon alternative

What Terragon does well — and where Command Fleet adds a portfolio board, your choice of agent, an autonomous build loop, and built-in deploys.

·7 min read
Comparisons

Tabby alternative

What Tabby does well — and where Command Fleet adds a portfolio board, your choice of agent, an autonomous build loop, and built-in deploys.

·7 min read
Comparisons

Create.xyz alternative

What Create.xyz does well — and where Command Fleet adds a portfolio board, your choice of agent, an autonomous build loop, and built-in deploys.

·6 min read
Comparisons

Databutton alternative

What Databutton does well — and where Command Fleet adds a portfolio board, your choice of agent, an autonomous build loop, and built-in deploys.

·7 min read
Comparisons

Goose alternative

What Goose does well — and where Command Fleet adds a portfolio board, your choice of agent, an autonomous build loop, and built-in deploys.

·7 min read
Comparisons

Warp alternative

What Warp does well — and where Command Fleet adds a portfolio board, your choice of agent, an autonomous build loop, and built-in deploys.

·7 min read