Disappointing first test with Foundry Local on Intel GPU29 April 2026
Foundry Local reaching GA raised hopes for a real Ollama replacement on Intel GPU — but both tested OpenVINO models hard-capped responses at 199 tokens regardless of the configured max_tokens, a blocker for agentic coding workflows like Aider.
Local LLM Coding Agent: Aider + Ollama on Windows (No Cloud, No Token Limit, Full Privacy)21 March 2026
A streamlined Windows setup for running Aider + Ollama fully locally on an Intel GPU: zero cloud dependency, unlimited context, and a qwen2.5-coder:14b model that handles .NET refactors, new endpoints, and unit tests as a genuine local pair programmer.
From broken preview connectors to a working local RAG Hangman word selector, what I learned fighting Semantic Kernel 1.70.0-preview25 January 2026
Fighting two broken Semantic Kernel 1.70.0-preview vector-store connectors (InMemoryVectorStore, SqliteVectorStore) while building a RAG-based word selector for Hangman — the fix was a manual raw-SQL upsert plus code-level category filtering, not the built-in abstractions.
My multi Agent Hangman game is working now, check out my article!17 January 2026
The full write-up (and code) for the Semantic Kernel multi-agent Hangman game, promised as a follow-up to the earlier 'finally got it working' milestone post.
Finally got my multi agent Hangman game with Semantic Kernel working!15 January 2026
The first real working milestone for the Semantic Kernel Hangman game: switching to a bigger qwen2.5:32b-instruct model via IPEX-LLM Ollama and simplifying down to 2 agents (no host agent) finally got a full game to completion.
Quick follow-up on the Semantic Kernel practice project I mentioned in my last post. I thought it would be cool to let the agents play a hangman game.9 January 2026
Three small local models (llama3.2:3b, phi4-mini, qwen2.5:7b) and a host agent structure for the Hangman game — writing the game logic was easy, getting agents to reliably call functions and use tool output instead of hallucinating turned out to be the real challenge.