Guides
- Building a validation harness agents cannot trivially game
- Context engineering: QC for agent memory
- Realization time vs coding speed
- Spec-driven development: spec before code
- Stakeholder and role shifts in agentic software factories
- What is a software factory (and what it is not)?
- Why seed manufacturing is the missing industrial layer
Tools landscape
Deeper surveys of tools and patterns (agentic IDEs, context-engineering frameworks, and related landscapes).
- Agentic IDEs: full-environment editors
- Autonomous coding agents: CLI and cloud
- IDE extensions and copilot-style assistants
- Repository intelligence and knowledge graph tools
- Spec-driven, SRS, and requirements tools
- Multi-agent orchestration and control planes
- Browser and web automation agents
- Agent integration infrastructure and MCP
- AI app builders and “software factories”
- Code review, quality, and security agents
- Context engineering frameworks and patterns