Specops

Specops is an open source workflow tool that adds a structured thinking phase to AI coding assistants.

SpecOps is an open source tool that forces AI coding assistants to design and specify requirements before writing code. It runs a 4-phase workflow covering codebase analysis, requirements specification, implementation, and verification. The tool features git-tracked markdown specs, a local memory layer, vertical templates, adversarial evaluation, and automated drift detection. It supports Claude Code, Cursor, OpenAI Codex, GitHub Copilot, and Google Antigravity. Developers use it to prevent AI hallucinations, govern package dependencies, and manage multi-spec features locally without cloud lock-in.

Specops at a glance

Best for: Software engineer
Runs on: Claude Code, Cursor, OpenAI Codex, GitHub Copilot, Google Antigravity, self-hosted, open source
Pricing: Free
Released: October 2026
Category: AI coding tool
Website: github.com/sanmak/specops

Key features

Four-phase structured workflow
Git-tracked spec files
Local memory layer
Seven vertical templates
Automated drift checks
Dependency introduction gate
Adversarial evaluation
Production learnings layer

Use it for

Writing code with AI after establishing verified specs
Detecting and reconciling drift between specs and code
Evaluating package dependencies before installation
Capturing and surfacing post-deployment learnings

Companions

Tools that articles about Specops recommend using with it, each with its job.

Context7 — Provides up-to-date documentation for AI agents and code editors.
Ollama — Run local models at zero marginal cost, with code kept on your machine.
OpenRouter — Access over 500 models and 80 providers through one unified API.
Daytona — Runs sessions in isolated sandboxes synced to git branches.
Composio — Equips AI agents with tools, managed user auth, and sandboxes across 1,500+ apps
Oh My OpenCode Slim — Lightweight multi-agent orchestration and background tasks.

Alternatives to Specops

Spec Kit — Provides structured processes and templates for AI coding agents.
SpecDeck — It gives human teams and coding agents a single shared source of truth to build from.
Specweave — It coordinates multiple AI tools and agents with shared specs, memory, and an append-only ledger.
pstack — Improves AI coding agent outcomes with rigorous workflows.
jevgrep — Reduces coding agent costs by providing targeted, relevant repository context.
Parasoft — AI-driven test automation and static analysis for software quality at scale.
OpenCode — Works with 75+ model providers, local models, and existing subscriptions
Coucou — It provides open-source, real-time agent monitoring and approvals directly from the screen notch.
CodeGraph — It eliminates file crawling, reducing AI agent tool calls by 88% and cutting costs.
AgentOps — Track token usage, costs, and traces across 400 plus LLMs and agent frameworks.
AI-DLC Workflows — Connects requirements, decisions, implementation, tests, and operations through one audited lifecycle.
Aegis — It ensures AI coding agents work against verified baselines and proof.

All Specops alternatives