Agents

5 articles about agents.

Agent Orchestrators vs Parallel Sessions with Worktrees

·2 min read

Comparing agent orchestration patterns vs parallel sessions with git worktrees. Real isolation wins for coding tasks because each agent gets its own workspace.

agentsorchestrationworktreesparallelgitcoding

AI Agents That Act on Your Computer vs Ones That Just Advise

·2 min read

Most AI tools generate text advice. Desktop agents actually operate your computer - clicking, typing, navigating between apps. The gap between advice and action is massive.

agentsactionadvicecomputer-usedesktop-automation

Making AI Coding Enjoyable - Fix the Process, Not the AI

·2 min read

The 200-file changeset problem is a process failure, not an AI failure. Scope your agents tightly to make AI-assisted coding productive and enjoyable.

ai-codingprocessagentsscopingdeveloper-experienceproductivity

LLM Observability for Desktop Agents - Beyond Logging Model Outputs

·2 min read

Traditional LLM observability focuses on model outputs. For desktop agents, watching what the agent actually does on screen - logging actions, not just reasoning - matters more.

llm-observabilityollamaagentsmonitoringdebugging

Long-Term Memory Is What Separates Toy Agents from Useful Ones

·2 min read

Without persistent memory, every session starts from zero. With it, the agent knows your preferences, your contacts, your common workflows. The difference in daily time savings is dramatic.

long-term-memorytoy-vs-usefulagentsproductivitypersistence

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