A software factory built from agent skills
AI coding agents can already write functions, modify repositories, run tests, and open pull requests. The harder problem is getting an agent to follow a repeatable engineering process before, during, and after the code is written.
No reject state. Here's the workaround.
An agent that proposed “move persistence into a shared library” six months ago will happily propose it again unless something durable says it was already rejected – and OpenSpec has no built-in state for that today.
Specs as deltas, not a 40-page PRD.
OpenSpec is a free, open-source CLI from Fission AI that gets you and your coding agent to agree on a change in plain Markdown before any code gets written, without the phase-gated ceremony of heavier spec-driven frameworks.
OpenCode from the command line, in practice
OpenCode’s command-line interface is built for scripting, CI pipelines, and unattended agent runs. This article is a practical guide to using it in daily work.
Enforced SDD skills, installed in one command.
Superpowers packages a full spec-driven methodology into installable Claude Skills, enforcing brainstorming, planning, subagent-driven implementation, and strict TDD instead of leaving that structure up to you.
A small coding agent that expects you to shape it.
Pi Coding Agent is a minimal, open-source terminal coding harness that ships with four default tools and leaves most of the behaviour to extensions, skills and your own workflow.
Delegate the noisy work, keep your context clean.
Most Claude Code sessions get slow and cluttered for the same reason: every exploratory grep, every log dump, and every “let me check one more file” stays in the main conversation forever.
Process depth vs portability, not best tool.
Developers comparing Spec-Driven Development setups in 2026 are usually not asking which model is smartest. They are asking which workflow will keep an AI agent aligned without burying them in ceremony.
Specs as source of truth, or slow ceremony?
Spec-Driven Development entered 2026 as the serious developer’s answer to vibe coding drift.
Build Claude Skills that survive real work
Most teams misuse Claude Skills in one of two ways. They either turn SKILL.md into a dumping ground, or they never graduate from giant copy-pasted prompts.
Agentic coding, now with local model backends.
Claude Code is not autocomplete with better marketing. It is an agentic coding tool: it reads your codebase, edits files, runs commands, and integrates with your development tools.
What actually happens when you run Ultrawork.
Oh My Opencode promises a “virtual AI dev team” — Sisyphus orchestrating specialists, tasks running in parallel, and the magic ultrawork keyword activating all of it.
OpenCode LLM test — coding and accuracy stats
I have tested how OpenCode works with several locally hosted on Ollama and llama.cpp LLMs, and for comparison added some Free models from OpenCode Zen.
Meet Sisyphus and its specialist agent crew.
The biggest capability jump in OpenCode comes from specialised agents: deliberate separation of orchestration, planning, execution, and research.
OpenHands CLI QuickStart in minutes
OpenHands is an open-source, model-agnostic platform for AI-driven software development agents. It lets an agent behave more like a coding partner than a simple autocomplete tool.
Install Oh My Opencode and ship faster.
Oh My Opencode turns OpenCode into a multi-agent coding harness: an orchestrator delegates work to specialist agents that run in parallel.
