Your copilot sees text diffs.Give it change intelligence.
Vokt gives your AI coding assistant real-time risk awareness, blast radius visibility, and behavioral regression detection — so it writes safer code with fewer mistakes.
AI copilots are powerful but blind.
They can read and write code. But they can’t see the structural consequences of what they change.
Edits a function that looks simple. Misses that it has dozens of production callers and a high blast radius. The subtle regression passes code review.
Before editing, the copilot sees the function’s risk score and caller count. After editing, it validates that no safety checks were removed. Regressions are caught before commit.
Spends thousands of tokens grepping through files to understand who calls what. Still misses indirect dependencies. Exploration eats 60–70% of the context window.
Gets the full dependency picture in a single query. Exploration drops to ~20% of tokens. The copilot spends its context on solving the actual problem.
Asks the copilot “is this function risky?” twice, gets two different answers. Risk assessment is subjective, inconsistent, and influenced by prompt phrasing.
Same code produces the same risk score every time. Deterministic, auditable, explainable. Two engineers get identical assessments.
Copilot writes code, runs tests, commits. Subtle behavioral regressions — removed safety checks, swallowed errors — pass silently. Tests don’t cover behavioral invariants.
Every edit is validated against the previous behavioral state. Removed checks, swallowed errors, and complexity spikes are flagged automatically, weighted by the function’s risk.
What your AI assistant gains.
From “I can see this function’s code” to “I know its full risk profile, every caller, and the blast radius of any change.”
Checks the risk score of any function before modifying it. High-risk functions get extra caution automatically.
Sees how many production callers and modules are affected before changing a function’s behavior.
Validates every edit against the previous state. Catches removed safety checks and swallowed errors.
Detects behavioral regressions that tests don’t cover — weighted by the risk of each affected function.
Instantly surfaces the riskiest functions and architectural hotspots when working in unfamiliar code.
Knows every caller before changing a function’s contract. Refactors with full dependency context.
Works with Claude, Cursor, and any MCP-compatible AI coding assistant.
See Vokt in action with your AI copilot.
Risk-aware editing, blast radius visibility, and behavioral regression detection — running locally, in real time.