Articles

A chronological collection of insights on technical specification, product strategy, and AI-driven documentation.

MySpec Gets More Collaborative: Live Presence, Artifacts, Stream Tokens, and New AI Models

This release makes MySpec more connected, collaborative, and transparent across the development workflow. Live Presence brings real-time team visibility, enhanced Usage insights provide greater control over AI activity and plan limits, new MCP capabilities support versioned artifacts and live project events, and the latest AI models expand the options available for specification and planning workflows.

#Featured #AI Models #Announcement 8 min read
MySpec Gets More Collaborative: Live Presence, Artifacts, Stream Tokens, and New AI Models

Agentic Development Lifecycle: Stop Shipping Agents Like Normal Apps

This article breaks down the Agentic Development Lifecycle (ADLC), a practical framework for taking agents from early ideas to reliable production systems. It walks through the full journey, from defining the problem and designing the architecture to testing, deployment, monitoring, and continuous improvement. More importantly, it shows why building real-world agents requires more than prompts and demos. You need clear evaluation loops, operational safeguards, and systems that can adapt over time.

#Software Engineering 9 min read
Agentic Development Lifecycle (ADLC) explained