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Surgical Knowledge Map (DCP)

The Deterministic Control Plane (DCP) is OpenExec's "Library." It gives your AI a precise map of your project so it never has to guess.

The Problem: "Chat and Hope"​

Traditional AI tools (like Claude Code or Codex) send a bunch of files to the cloud and hope the AI finds the right spot. This leads to:

  • Hallucinations: The AI "guesses" function names that don't exist.
  • High Costs: Sending thousands of lines of code to the cloud is expensive.
  • Confusion: The AI gets lost in too much irrelevant information.

The Solution: A Precise Local Map​

The DCP indexes your code locally. When an AI agent needs to make a change, it doesn't search for text—it looks at a precise "Surgical Code Map."

1. Surgical Symbol Pointers​

Instead of searching for words, OpenExec indexes your code's structure (functions, classes, etc.).

  • Exact Map: Knows the precise line numbers and character offsets.
  • Snippets Only: The AI only receives the exact function it needs to change, not the whole file. This saves you tokens and ensures accuracy.

2. Environment Maps​

OpenExec doesn't "guess" your deployment settings. It keeps a hard record of:

  • IP Addresses: Exactly where your services are.
  • Auth Steps: How to log into your cloud or database.

3. Hard Policy Guardrails​

Rules are enforced locally before any code is saved. This means your AI can't accidentally commit a secret key or break a linting rule.

Surgical Sanitization (PII Scrubbing)​

The DCP doesn't just filter tools; it filters data. Every piece of information sent to an external model passes through a local sanitization layer:

  • PII Detection: Automatically identifies emails and identity codes (like HETU).
  • Credential Masking: Redacts API keys and passwords from request arguments.
  • Infrastructure Masking: Replaces internal IP addresses with generic placeholders.

This ensures that the AI receives the logic it needs without ever seeing the sensitive data it shouldn't.

Junior Dev Summary​

Think of the DCP as a Surgical GPS for your code. While other tools are using a paper map and getting lost, OpenExec gives the AI turn-by-turn directions to the exact character it needs to change.