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My GitHub history shows an arc from OpenAI to Gemini to Claude — not from conviction but from accumulated experience, with OpenAI still winning specific jobs like Whisper and long-running terminal tasks.
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MCP matters not as a spec but as the practical layer that stops you from copy-pasting between apps — the moment it becomes real is the first time an agent publishes to Notion, sends a Telegram message, and reads your calendar without you touching any of t…
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Cloud-executed agents removed the laptop-must-be-open constraint and changed not just convenience but which tasks I am willing to assign — shifting the relationship from supervision to management.
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Two-tier markdown memory beats vector databases for personal and small-team agent memory because it is transparent, free, version-controlled, and never drifts.
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Six named subagent files, two-tier markdown memory, slash commands, MCP integrations — and every structural choice was made because of something that broke without it.
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They are not competing tools.
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Eight months of building with Claude Code taught me that the model is maybe 20% of the outcome.
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Growing your career doesn’t just happen overnight.
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As a leader, you are always looking for ways to improve yourself as well as your team.
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Thinking of hiring an executive coach?