IDEAS, DECISIONS & LESSONS
Notes on AI, architecture and building useful products.
3 articles
26 Aug 2026 · 4 min read
ai-agents
Ollama v0.33.0 shipped a UI-driven gateway that lets Claude Desktop run Qwen, DeepSeek, and Kimi models locally — no MCP server, no Anthropic feature, entirely Ollama's own proxy. Here's how it works, the tradeoffs in tokens/sec and tool-calling reliability, and when it's worth flipping on for a team.
Read more18 Apr 2026 · 12 min read
agentic-ai
A complete technical guide to building a profitable agentic AI system using only open-source tools — with retrieval, orchestration, tool use, and observability. Includes architecture diagrams and real cost analysis.
Read more18 Apr 2026 · 19 min read
agentic-ai
Complete hands-on guide to building a production-ready agentic AI system. From project setup to deployment — every layer implemented with working code, tests, and Docker compose.
Read more
