Tag: ollama
All the articles with the tag "ollama".
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48 Hours Later: From Validation to Velocity
18.5 hours across 48 hours. Research-backed codebase review (85/100), 5/5 systematic tests, NER enhanced to 163x speedup, 2.5 hours metadata debugging. Not just deployed - validated and improved. The research foundation behind every enhancement. From 85→90 quality score through methodical engineering.
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The AI Awakening: Breaking Free from Context Limits
From context window frustration to local control. September 18-19, 2025 - a weekend working with Claude Code to install 17 local models, discovering what it means to own your AI conversations while working a full-time job.
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Teaching the System to Document Itself: Automated Architecture Diagrams
From hand-coded Mermaid diagrams to automated architecture visualization. An evening working with Claude to teach the system to document itself.
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The Migration Question: When K3s Meets Reality
K3s was already running. The question wasn't whether to use it - it was whether to migrate everything to it. A day of deep research revealed the hidden cost of containerization.