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3 min read

A Love of Digital Technology Bridges Canopy Into the Fold

A short note on bringing Canopy Digital into the same publishing fold as the personal technical blog without duplicating the content system.

Canopy DigitalSvelteKitstatic publishingtechnical operationspersonal website

6 min read

If Claude Fable 5 Is Gone, Your Agent Stack Needs an Exit Plan

A practical note on what Claude Fable 5's sudden departure and policy fight changes for serious coding and source-grounding workflows.

Claude Fable 5AnthropicClaude CodeHermesagent orchestration

5 min read

Recovering DeepSeek GUI Conversations After an Update

A backup-first Windows recovery guide for DeepSeek GUI conversations that appear to disappear after an app update changes the local data directory.

DeepSeekWindowslocal-firstAI agentsdata recovery

9 min read

#OpenJarvis Is the Local AI Agent Project to Watch Right Now

OpenJarvis is trending because it reframes the personal AI assistant as a local-first, measurable, editable agent stack instead of another cloud chat wrapper. Here is what matters, what is hype, and whether it can run on a normal developer PC.

OpenJarvislocal AI agentopen-source AIAI agent frameworkrun AI locally

8 min read

Agent Mixing Without Theater: DeepSeek Pro, Flash, Gemma4, and the Law of Diminishing Returns

Part 1 of a practical series on mixing DeepSeek V4 Pro, DeepSeek V4 Flash, and local Gemma4-style agents without turning a coding workflow into an expensive committee.

deepseekgemma4agent orchestrationai codinghermes