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Goose Swarm 3.0 is our desktop build of the goose agent for running local models on Apple Silicon. It has its own MLX engine, the MCP servers come bundled, and it can put every Mac you own to work thr
A jiraServiceManagement:portalRequestCreatePropertyPanel module is supposed to be one of the simpler Forge surfaces: a small form on the customer portal's request-creation screen, a call to view.submi
Gabriela passed three Atlassian certification exams in one day yesterday. Not one — three: ACP-220, ACP-420 and ACP-520, on the same day, on top of the ACP-120 she'd already passed a couple of weeks e
v0.5 of the Qwen3.8-27B we fine-tune for Forge, Jira, Confluence and JSM is out, and it beat v0.4 on every gate we measure it against, no waiver needed this time. GGUF versions for llama.cpp and Ollam
Converting a fine-tuned MLX model to GGUF for llama.cpp is one merge script and one convert_hf_to_gguf.py call away. Plenty of guides stop there. Nothing in that path tells you the GGUF you end up wit
Introducing the MCP Document Processor: A Practical Tool for Document Processing AI has made meaningful improvements over the years, but it still struggles with documents. When you ask an AI agent to
The Obedience Trade-off: Why I Swapped Claude Code for Zed + GLM-4.7 When an AI assistant deletes your production database after being told 11 times in ALL CAPS not to make changes, the question of au
AI Agent Control Protocols: The Missing Link in LLM Engineering AI Agent Control Protocols: The Missing Link in LLM Engineering Introduction: Why Control Matters in LLM Engineering When you invoke an
Qwen3-Coder-Next + MXFP8: The 128GB Local LLM That Runs Predictably Why This 2026 Release Matters for Local AI Development When an AI model can run 80 billion parameters on a consumer laptop while del
