Insights
Agent & AI Insights
Claude Code know-how, heterogeneous agents, harness engineering, and more. What the Marblo team measured running these, and what we learned adopting them in-house.
- AI Agents
DeepSeek Harness Deep Dive: Check Execution Boundaries Before Adding Plugins
Explore a repository, investigate failing tests, and design an internal tool connection with DeepSeek Harness, including workspace setup and plugin execution boundaries.
- AI Agents
mattpocock/skills Deep Dive: Turn Requirement Questions into Team Practices
Three ways to use mattpocock/skills: clarify a vague request, carry shared terminology into a specification, and test an observable behavior.
- AI Agents
OpenCode Deep Dive: Separate Planning from Changes in an Agent Pilot
Use OpenCode plan and build agents to explore unfamiliar code, make a small change, and review callers and tests, with permission and licensing checks for teams.