Free playbook: A practical operating model for AI across the SDLC

Planning software for AI coding agents

Product thinking, technical deep-dives, and lessons on planning software for agentic development.

17 articles tagged “Spec Governance”

AI spec template diagram illustrating objective, scope, acceptance criteria, system context, and open question fields
AI Development11 min read

The AI-Ready Spec Template: What Coding Agents Need to Execute

Most product specs leave gaps that AI agents fill with guesses. Here is a production-ready AI spec template designed for Cursor, Claude Code, and Copilot.

Dishant Sethi

Dishant Sethi

October 12, 2026
Comparison scorecard between ProdE and Enact showing living code-synced specs versus joint approval planning
AI Development10 min read

ProdE Alternative: How Enact Compares on Agentic Planning

An honest comparison of ProdE and Enact: two codebase-aware planning layers for agentic development with different approaches to living specs and sign-offs.

Dishant Sethi

Dishant Sethi

October 9, 2026
Architecture diagram of the agentic SDLC showing autonomous agents planning, building, testing, and shipping with human gates
AI Development10 min read

The Agentic SDLC: What Changes When Agents Touch Every Stage

The agentic SDLC reorganizes software engineering around AI agents that plan, build, and test. Here is what changes across every phase of delivery.

Dishant Sethi

Dishant Sethi

October 7, 2026
Diagram comparing vibe coding for rapid exploration against spec-driven development for durable production systems
AI Development9 min read

Spec-Driven Development vs Vibe Coding: Why Teams Need Both

Vibe coding optimizes for exploration speed while spec-driven development ensures durability. Here is how modern engineering teams combine both models.

Dishant Sethi

Dishant Sethi

October 5, 2026
Comparison matrix between CodeRabbit Issue Planner and Enact for multi-repo agentic software planning
AI Development10 min read

CodeRabbit Plan Alternative: How Enact Compares on Team Planning

An honest, side-by-side comparison of CodeRabbit Issue Planner and Enact. Compare how both tools plan before the agent builds, and where their workflows diverge.

Dishant Sethi

Dishant Sethi

October 2, 2026
Diagram of the AI-driven development lifecycle AIDLC showing Inception, Construction, and Operations phases with human gates
AI Development9 min read

What Is AIDLC? The AI-Driven Development Lifecycle, Explained

AIDLC, the AI-driven development lifecycle, reorders software delivery around agents that draft and humans who approve. Here is how the methodology works.

Dishant Sethi

Dishant Sethi

September 30, 2026
Architecture diagram contrasting solo spec-driven development against collaborative team-scale AI agent planning
AI Development9 min read

What Is Spec-Driven Development for Teams Using AI Agents?

Spec-driven development ensures substantive decisions are approved before AI agents write code. Here is how SDD adapts to engineering teams.

Dishant Sethi

Dishant Sethi

September 23, 2026
Diagram illustrating collaborative planning between product and engineering before AI coding agents implement code
AI Development10 min read

Why AI Coding Agents Need Collaborative Planning Before They Build

AI coding agents do not stop to ask when a decision was omitted: they pick a default and ship. Here is why collaborative planning between PM and Eng is critical.

Dishant Sethi

Dishant Sethi

September 17, 2026
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