Tlamatini – Local-first AI dev assistant with 68 agents and hybrid RAG
type: NewsArticle
description: Tlamatini, a locally-deployed AI developer assistant named after the Nahuatl word for "one who knows," now features 68 drag-and-drop agents following its v1.9.0 release. The tool combines a hybrid RAG pipeline with a multi-turn orchestration layer and ACPX delegation to external coding agents, operating local-first by default with cloud LLMs as opt-in only. The latest update introduces the STM32er agent, a zero-config firmware bridge that scaffolds, builds, flashes, and observes STM32 microcontrollers while refusing to produce or flash mis-targeted firmware.
date published: 2026-05-27 14:27:43+00:00
date modified: 2026-05-27 14:46:32.996032+00:00
language: en
is accessible for free: true
article body: *"one who knows" — a locally-deployed AI developer assistant* **Tlamatini** (Nahuatl for *"one who knows"*) is a locally-deployed AI developer assistant that pairs a hybrid [RAG pipeline](#82-rag) (FAISS + BM25, metadata extraction, context budgeting) with a [Multi-Turn](#35-tutorial-the-multi-turn-toggle) tool-orchestration layer, [ACPX](#5-acpx--external-coding-agent-clis-as-tools) delegation to external coding-agent CLIs ([Claude Code](https://docs.anthropic.com/en/docs/claude-code/overview), [Cursor](https://cursor.com), [Codex](https://github.com/openai/codex), [Gemini](https://github.com/google-gemini/gemini-cli), [Qwen](https://github.com/QwenLM/qwen-code), …), and a [visual workflow designer](#4-visual-workflow-designer-agentic_control_panel) with **68 drag-and-drop agents**. Local-first by default: the full RAG pipeline, the Multi-Turn execution loop, and every workflow agent run on your machine — embeddings and chat are driven by your local[Ollama]install. Cloud LLMs (Claude API, Ollama Pro/Max) and ACPX delegation to cloud CLIs are opt-in per-request, never the default. Sensitive code never leaves the box unless you explicitly route it out. Latest — v1.9.0 (2026-05-26): STM32er, zero-config firmware bridge.A newSTM32eragent (canvas node + Multi-Turn tool`chat_agent_stm32er` ) brings the catalog to68 agents. It bridges the[STM32 Template Project MCP]to scaffold, build, flash, observe (serial / SWD), and reset STM32 firmware.Zero-config auto-bootstrapmeans the user only installs STM32CubeIDE + Tlamatini — STM32er downloads, installs, and validates the MCP server on first use. Acritical-mission safety preflightvalidates the toolchain and a positively-confirmed connected ST-LINK probe before flashing, andrefusesrather than producing or flashing mis-targeted firmware. Three new catalog demos ship in migration`0103` (STM32 GENESIS / BLINKY / HIL OBSERVATORY). See[§3.15]. [ 🌐 Website](https://xaiht.org) · [·](https://www.youtube.com/watch?v=4MyRXBahHuU&t=41s) ▶️…
publisher: Web Pulse
keywords: ai-agents, ai-tools, ai-products, large-language-models, artificial-intelligence
mentions: Tlamatini
mentions: Ollama
mentions: Claude Code
mentions: Cursor
mentions: Codex
mentions: Gemini
mentions: Qwen
mentions: STM32
citation: CreativeWork