Blog
Insights on spec-driven development, AI agents, and shipping faster.

Vibe Coding Security Audit: A How-To Guide for 2026
Learn to perform a vibe coding security audit with our step-by-step guide. Secure your AI-generated code from threats and ship with confidence.

Planning Tool for Claude Code: Fast AI Workflows
Find the right planning tool for Claude Code. Create AI-ready specs, orchestrate multi-agent workflows, and ship faster with accuracy.

Mastering the New Product Development Process From Idea to Launch
Discover a proven new product development process. Learn the stages from idea to launch with AI-powered tips to build faster and avoid common startup pitfalls.

Mastering AI-Ready Product Spec Sheets for Modern Development
Learn how to write clear, actionable product spec sheets that accelerate AI development. Get expert tips, templates, and real-world examples to align your team.

Top 12 AI Tools for Product Managers in 2026
Discover the 12 best AI tools for product managers in 2026. A guide to tools for discovery, planning, roadmaps, and analytics to ship faster.

Write User Stories: AI-Ready Specs, Ship Faster
Learn to write user stories that are clear, unambiguous, and AI-ready. Our step-by-step framework helps create specs that ship faster.

Codebase-aware AI Planning - How to write specs that work for your Coding Agents
Boost development in 2026. Leverage codebase-aware AI planning to optimize code generation, refactoring, and debugging for peak efficiency and accuracy.

Software Development Process Models: From Waterfall to Agile over DevOps to AI
Explore software development process models and learn how Waterfall, Agile, and DevOps choices shape delivery, quality, and speed.

How To Write Technical Specifications for Flawless AI & Dev Execution
Learn how to write technical specifications for flawless AI & dev execution. Get actionable tips & frameworks to turn ideas into perfect code.

SDLC Project Management - A 2026 Guide
Discover sdlc project management frameworks and tools to streamline software delivery, reduce risk, and deliver value faster.
Let your product improve itself.
Connect your repo. Twelve loops start watching your code and bring you proposals — you greenlight them, your coding agent builds them.