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Notes on agentic coding, LSP semantics, and building a practical toolchain.

Designing LSAP: Building a Cognitive Interface for Coding Agents
Why raw LSP isn't enough: A deep dive into the design philosophy behind LSAP, from semantic anchoring to Markdown-first protocols.
LSAP
Design
Architecture
Protocol
Jan 13, 2026 · 10 min
Locate: Bridging the Gap Between Semantics and Precision
Why LLM agents struggle with line numbers, and how our 'Two-Stage Positioning' system gives them IDE-level accuracy.
LSP
Agents
Design
Jan 11, 2026 · 10 min
Announcing LSP Analysis Skill
Equipping AI agents with compiler-accurate code understanding via LSAP.
Release
Skills
LSAP
Jan 09, 2026 · 4 min
Why LSP is a Great Substrate for Coding Agents
From symbol graphs to semantic navigation: why regex is not enough and what agents get 'for free' with LSP.
LSP
Agents
Architecture
Jan 05, 2026 · 8 min
About this blog
Short, high-signal notes. Mostly architecture, protocol design, and practical agent workflows.
4 posts

IntelliSense
Designed for Coding Agent

Building the future of AI-native software engineering. Transforming the Language Server Protocol into actionable repository intelligence.

Ecosystem

  • LSP Client
  • LSAP
  • LSP CLI
  • LSP Skill

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