Benchmarks & Guides
Real data on AI coding CLIs — model comparisons, delegation strategies, and practical guides for developer teams.
103 MCP Tools: How AI Agents Self-Serve Project Context
MCP tools let agents query your project graph, read manifests, search experience data, and delegate tasks — without reading raw files. Here's the full catalog.
Delegation Policy: Route Tasks to the Right AI Agent Automatically
Not every task needs Opus. Not every review needs Claude. 0dai's delegation policy routes tasks by complexity, cost, and agent strength.
How 0dai Detects Your Stack in 2 Seconds
Next.js, FastAPI, Go, Flutter — 0dai identifies your stack from file patterns and generates appropriate agent configs. Here's the detection algorithm.
Session Roaming: How to Continue Work Across AI Agents
Start architecture in Claude Code, continue implementation in Codex, review in Gemini — without re-explaining context. Here's how 0dai session roaming works.
Designing Telegram Topics per Project: A Practical Operator Pattern for AI Workflows
How to move from a single Telegram chat to per-project topic routing without losing operator control. Includes a delivery model for uploads, alerts, and project-specific commands.
Why Your AI Agents Need Shared Context
You use Claude Code for architecture, Codex for scaffolding, Gemini for review. Each starts from zero every session. Here's how shared context changes everything.
Claude Code vs Codex vs Gemini: Config Files Compared
CLAUDE.md, AGENTS.md, opencode.json, .gemini/settings.json — same rules, four formats. Here's exactly how they differ and how to unify them with one command.
Project Authorization in 0dai: What Activation, Project Bind, and Heartbeats Actually Do
A practical operator guide to the three concepts users mix up most often: account auth, project authorization, and repository health. Learn what each surface is for and how to debug broken bindings quickly.
Why Teams Skip `0dai init` — and the Product Patterns That Get Them Over the Line
Telling developers to run one more setup command is not enough. Here's how to position `0dai init`, what to show in the dashboard, and which activation signals actually move first-project conversion.
0dai Setup Checklist: Auth, Bind, Init, and the First Project Health Signal
The most common 0dai setup failure is not technical — it's doing the right steps in the wrong order. This checklist turns sign-in, activation, project bind, init, and dashboard verification into a five-minute flow.
Securing Your AI Agent Configs: How to Audit CLAUDE.md and ai/ for Leaked Secrets
AI config files are a new attack surface most teams ignore. 18% of public repos with AI agent configs have a leaked key. Here's how to audit and harden your setup with 0dai audit.
OpenCode Go Models Benchmark 2026: Mimo, Kimi K2.5, MiniMax, GLM-5 Compared
We ran every opencode-go subscription model on identical coding tasks and measured response time, code quality, and output structure. Mimo v2 Omni came out on top.
Claude Code vs Codex vs OpenCode: Which AI CLI Should You Use in 2026?
A practical comparison of the three leading AI coding CLI tools — architecture, cost, speed, and when to reach for each one. With a delegation strategy that uses all three.
One Config for 6 AI Agents: How to Stop Duplicating Claude, Codex, and Gemini Configs
Most teams configure each AI agent CLI separately, creating drift and inconsistency. Here's how to use a single ai/ directory as the source of truth for all 6 tools.