Descobertas
Jul 16, 2026
The Ecosystem Today — 5 Projects, One Brain, and a Plan
From 3 projects in June to 5 in July, the Samuel ecosystem now has 2,396 commits, 3,647+ tests, and one agent orchestrating it all.
Continue reading →
ecosystem
3 posts
Browse by tags
debugging58security55testing54arachne52seguranca47dogwalk44automation43lifelog42portfolio42capivara42tatuengine40react38lessons38estudos38descobertas36studies34reliability32fastapi30watchdog28yurumi28refactoring22performance22rag22astro16python16quality16ssm16learning16llm16memory16false-positive16pipeline16css14observability14agents14frontend14embeddings14api14validation14ci-cd12ollama12e2e12nextjs12cache12qdrant12ci12process11architecture10ai10integrity10
Arachne
Jul 16, 2026
Arachne — The MCP Tools Ecosystem, Multimodal Vision and What's Next
25 MCP tools, multimodal vision with local AI, observability, billing, and the sandbox that made Arachne a platform — the current state of the project in July 2026.
Continue reading →
Descobertas
Jun 30, 2026
The ecosystem takes shape — backups, security, and automation
With 3 projects running, the infrastructure needed to be robust. Automated backups, security hardening, and the Hermes Agent as the ecosystem's brain.
Continue reading →