Blog
Updates & deep dives
Launch stories, technical comparisons, and the OSOP journey.
LATESTApr 3, 2026Story
Why I Built OSOP: I Just Wanted to Know What the AI Did
The origin story. It started with one frustration: after AI builds a feature, how do you immediately know what happened and what changed?
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Apr 3, 2026Engineering
Building a Workflow Executor in 48 Hours
How we went from osop validate to osop run — building a real workflow executor with conditional edges, security gates, cost controls, and agent nodes.
Apr 3, 2026Feature
How AI Reads Its Own Logs and Writes Better Workflows
Feed multiple .osoplog execution records to osop synthesize and get an optimized .osop workflow — the self-improving loop for AI agents.
Apr 3, 2026Tool
osop diff: Git Diff for Process Execution
Compare two workflow executions side by side. See per-node duration, cost, and status deltas — like git diff, but for processes.
Apr 1, 2026Launch
From Zero to 18 Platforms in One Session
How we took OSOP from an internal plugin to a universal protocol supporting every major AI coding agent.
Apr 1, 2026Guide
Every AI Agent, One Protocol: The Complete OSOP Integration Guide
The complete integration guide — how OSOP works with Cursor, Codex, Windsurf, Obsidian, and 14 more.
Mar 28, 2026Launch
Show HN: OSOP — The OpenAPI of Workflows, with AI Execution Logs
AI agents run multi-step workflows but there is no standard way to define or record them.
Mar 25, 2026Comparison
OSOP vs Oracle Agent Specification: A Technical Comparison
Both are YAML-based formats for AI agent workflows. Different approaches, different strengths.
Mar 22, 2026Comparison
OSOP vs OpenTelemetry: Different Layers, Complementary Standards
Different layers, complementary standards. Process definition meets infrastructure observability.
Apr 1, 2026Architecture
Building the OSOP Ecosystem: 11 Repositories, One Vision
Inside the architecture of OSOP — spec, CLI, SDKs, editor, MCP server, agent rules, and format converters working together.
Apr 1, 2026Technical
OSOP MCP Server: 9 Tools for Any AI Agent
How the Model Context Protocol turns OSOP into a universal AI agent toolkit — validate, run, optimize, import, export.
Apr 1, 2026Guide
From GitHub Actions to OSOP: Convert Your Existing Workflows
Use osop-interop to import GitHub Actions, Airflow, BPMN, and Temporal workflows into the OSOP format.