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Raw file dumps blow up token costs and wreck reasoning in agentic coding tools. Here's how AST signature stripping and dependency-aware context loading cut repo context by 90% or more.
A single prompt can't safely refactor a multi-file codebase. Here's how repo-scoped slash commands and staged subagents in Claude Code fix that, with git safety gates included.
Two-tier progressive discovery keeps coding agents like Claude Code fast by loading skill instructions only when a task actually needs them.
Why long AI coding sessions quietly degrade, and four concrete practices — repo rule files, short sessions, symbol ingestion, ADRs — that fix it.
Local MCP servers usually fail in production for one of four reasons: transport, payload size, tool naming, or auth handshakes. Here's how to fix each.