Cruvero - AI Agent Ecosystem Platform
A production-grade, Temporal-native AI agent orchestration platform in Go: durable multi-agent workflows, governance, MCP integration, and an operational UI.
Go
9 posts tagged “go”
Go is my default for production systems that need predictable performance, simple deploys, and strong operational behavior.
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PinnedProduction Systems
Go vs Spring Boot for Enterprise APIs: Cost, Performance, and Cloud-Native Ops
A production-first comparison of Go and Java Spring Boot for enterprise APIs, focused on real operational cost drivers: memory, startup, deployment surface area, and observability.
PinnedGo + AI in Production
MCP Servers in Production: Hardening, Backpressure, and Observability (Go)
A production-first guide to running Model Context Protocol servers safely: threat modeling, input validation, budgets, rate limits, and telemetry, implemented with Go patterns.
Production Systems
Agent Observability That Doesn't Lie
Tracing decisions, tool calls, cost, and side effects across an agent system - without turning logs into a data leak.
Production Systems
Durable Agents with Temporal: Retries, Idempotency, and Long-Running State
Most agent demos assume perfect networks and short runs. Production agents need durable execution: retries, idempotency, replay, and human-in-the-loop - without losing state.
Production Systems
From Stdio to Enterprise: The MCP Gateway Pattern
When MCP outgrows local stdio servers, you need a gateway: auth, tenancy, quotas, routing, audit, and safe tool contracts - without killing developer velocity.
Production Systems
Tool Discovery at Scale: Solving the Million Tool Problem
Once you have dozens (or hundreds) of tools, 'just include all schemas' stops working. Here's a production-first playbook for tool discovery, ranking, and safe invocation.
Production Systems
The Service Template That Prevents Incidents
Standards don't scale as documents. They scale as templates: a paved road for APIs with built-in reliability, security, and operability defaults.
Go MCP Server Ecosystem
Production-grade MCP servers in Go that expose iCloud, Todoist, and Notion as safe, typed tools for LLM agents.
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