Curtly
Reliability & Quality Shield

Zero syntax corruption guarantee for coding agents

Eliminate broken JSON, missing delimiters, and truncated tool schemas in production AI agent pipelines.

Parse Error Rate
0.00%

Tested across millions of automated tool invocations.

Retry Loop Reduction
-100%

Eliminates wasted retry tokens caused by broken syntax.

Agent Tool Compatibility
Universal

Works seamlessly with Claude Code, Cursor, Windsurf, and LangChain.

The production engineering challenge

Coding agents and autonomous tools rely on deterministic JSON schemas and executable code. A single missing quotation mark or corrupted parameter causes entire tool execution chains to crash, creating expensive retry loops.

Technical architecture & mechanics

1

Pre-flight AST syntax verification

Validates code syntax and JSON schema parseability before and after payload transformation.

2

Automated fallback safeguard

Instantly rolls back to the original unmodified payload if any AST degradation or parse anomaly is detected.

3

Deterministic token boundaries

Prevents token cutting across multi-byte characters, escape sequences, or regex string literals.

Tool Call Schema Verification

// Agent tool schema sent through Curtly Gateway const toolPayload = { name: 'execute_database_query', description: 'Executes verified SQL query on analytics warehouse', parameters: { type: 'object', properties: { query: { type: 'string' }, timeoutMs: { type: 'number' } }, required: ['query'] } }; // Curtly ensures zero alteration to parameter keys or types

Architecture comparison

Evaluation metricCurtly.dev gatewayTraditional / naive approach
Agent Tool CallingZero failures, 100% parseable tool JSONFrequent parse errors requiring retry loops
Safety FallbackAutomated instant rollback to raw promptThrows runtime exception to client
Code CompilationPasses AST linter and compiler checksSyntax errors in truncated code blocks

Frequently asked questions

Curtly transparently forwards the original prompt without modification, ensuring your agent never encounters a syntax failure or downtime.

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