Monaccode

Astromesh OS — minimal, immutable, API-only Linux appliance for running Astromesh AI agents. A/B slots, so an update that will not boot rolls back.

Astromesh Leia — Claude Code plugin for agent operations in plain English: create, deploy and monitor WhatsApp and multi-channel agents on Astromesh Nexus without touching Kubernetes.

Multi-model AI agent runtime. Define agents in YAML, route each role to a model, orchestrate with 7 patterns (ReAct, Plan & Execute, Fan-Out, Pipeline, Supervisor, Swarm, Glyph), and deploy as a REST/WebSocket API with RAG, memory, MCP tools, guardrails and OpenTelemetry observability.

Context engineering for AI agents: decide what goes into the model's window — knowledge, memory, history — within a token budget, with a trace and an eval that proves it. In design.

Every RAG pattern, one set of parts — composable async RAG stages (naive, hybrid BM25+vector, multi-query, HyDE), YAML or Python, with a reproducible benchmark

Spec-Driven Development skills for any coding agent — Claude Code plugin + open Agent Skills (Codex, OpenCode, Kimi, Gemini, Copilot)

Let AI agents navigate Open Knowledge Format (OKF) bundles — tools for LangChain/LangGraph, CrewAI, Google ADK, OpenAI Agents, PydanticAI, LlamaIndex, smolagents, Microsoft Agent Framework and MCP.

Taller FDE: un harness de agentes desde cero, estación por estación

Astromesh Nebula — open-model foundry: trains, gates and publishes the models the Astromesh runtime routes to. First family: Centinela, Spanish-first models for finance in LATAM.