Gust AI is an enterprise-grade autonomous agent platform that coordinates specialized software engineering swarms. Built natively around Anthropic’s 1M Context Window, Adaptive Thinking, Ephemeral Prompt Caching, and Model Context Protocol (MCP).
Simulate real-time multi-agent execution orchestrating Claude Sonnet 5.5 and Haiku 5.5 with Model Context Protocol (MCP) tool calls.
Uses Adaptive Thinking to decompose architecture across 1M context with zero hallucination.
Executes AST code refactoring and tool calls via MCP terminal.
Sub-second static analysis verification & safety boundary check.
Ingested entire 450K token enterprise codebase into Claude Sonnet 5.5. Decomposed 14 tightly coupled modules in auth_service.py using deep architectural reasoning. Spawning Code Synthesizer subagent with verified MCP schema.
Dispatched tool mcp::filesystem::write_ast. Decoupled OAuth2 token refresh pipeline into standalone service module. Creating isolated test suite...
Ran pytest on refactored endpoints. 48/48 tests passed (0 failures, 100% coverage). Regressions checked: None. Memory leak analysis: Passed.
Gust AI exploits the latest breakthroughs in Anthropic’s September/October 2026 Claude 5.5 family.
Claude Sonnet 5.5's 1M token context allows Gust AI to ingest entire monolithic repositories without lossy RAG chunking. Combined with 5-minute ephemeral prompt caching, we read hundreds of thousands of cached tokens in sub-second intervals at a 90% cost discount.
Claude Sonnet 5.5 introduces Adaptive Thinking. Gust AI dynamically modulates reasoning tokens based on task criticality: lightweight tasks execute instantly, while mission-critical refactors receive deep step-by-step reasoning verification.
Gust AI implements Anthropic's open-source MCP protocol as both host and client, giving Sonnet 5.5 immediate secure access to file systems, databases, GitHub, and container environments.
We use Claude Sonnet 5.5 for high-order architectural planning and complex code generation, offloading fast linting and unit test execution to Claude Haiku 5.5 at ultra-low latency and cost.
Tested across 45,000+ autonomous enterprise agent cycles at Gust Labs.
Claude Sonnet 5.5 delivers industry-topping agentic coding performance, handling shell tools and multi-file refactoring flawlessly.
Flawless retention of user rules, security policies, and architectural constraints across massive single-prompt codebases.
Prompt caching slashes the cost of running large agent swarms from hundreds of dollars per day to a few cents.
Gust AI is on track for official public enterprise availability in Q4 2026.
Built deterministic state-machine orchestrator, dynamic topological sorting for agent dependencies, and MCP protocol integration.
Deployed closed Alpha v0.8.4 across 24 enterprise engineering teams. Validated 45,000+ production agent runs with 99.4% task completion rate.
Upgrading swarms to native Claude Sonnet 5.5 & Haiku 5.5. Public Beta opening to 1,840+ registered engineers. Official submission to the Claude Marketplace. Release of open-source TypeScript & Python SDKs.
Dedicated single-tenant agent deployments on AWS Bedrock and Google Cloud Vertex AI with SOC2 Type II compliance.
Founder & Chief Architect, Gust AI
"Our core mission at Gust AI is to eliminate the unpredictability of autonomous software engineering. By centering our design around Claude Sonnet 5.5's 1M context, Adaptive Thinking, and tool execution, we enable enterprises to deploy autonomous swarms they can actually trust."
Join 1,840+ software engineers scaling production multi-agent pipelines on Claude Sonnet 5.5.