Parallel Exploration Without Context Pollution: Sub-Agents
Investigation fills your working context with stuff you don't need afterward. Sub-agents keep it separate — send inputs, receive outputs, don't carry intermediate state.
Investigation fills your working context with stuff you don't need afterward. Sub-agents keep it separate — send inputs, receive outputs, don't carry intermediate state.
Plan mode gives you a document. Beads gives you a graph of work with dependencies that the agent understands. Tasks small enough to survive context loss, blocking relationships that prevent premature work.
If a task is verifiable, it's optimizable. Quality gates that reject bad code, visual testing so the agent can see what it built, and the feedback loop tying everything together.
A prompt is a one-time instruction. A plugin packages expertise into something that persists — commands you invoke, skills that load on demand, hooks that run automatically.
Adding an MCP server to Claude Code takes one command. Changing how your agent approaches problems takes intention. Here's how to enforce doc-first behavior.
Most developers use maybe 10% of what Claude Code can do. Five pillars unlock the rest: context, skills, verification, persistence, and scaling.
Technical sales requires preparation, not automation. We spend 10x more preparing for a call than making it. AI handles research. The call itself? That's human.
Rows don't know about each other. That single constraint means Clay can't track prospects over time, merge records, or maintain history. Here's why — and what to do about it.
AI coding agents are the most capable tools we have. Your sales knowledge should be queryable by them. Here's how to set it up in 30 minutes.
A practitioner's guide to defending against prompt injection. Structured outputs, trust boundaries, and patterns that actually work.
Prompt injection is the SQL injection of 2026. Here's why vibe-coding won't save you.
Why 95% of Claude Code skills fail — and what actually works. Most AI skills are system prompts in a trench coat. Here's the diagnosis.
Workflows, Not Personas. How to build skills that encode developer behavior, not library descriptions.
Managing Entropy. How to organize skills so they don't collapse under their own weight.
How to build Claude Code custom commands that work. The 5-phase process: archaeology, stress test, codification, compilation, and QA audit.