📰 Dev.to · Gregory Shevchenko
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⚡ AI Lessons
Dev.to · Gregory Shevchenko
1w ago
Marketing agents need workflow boundaries, not better prompts
A builder-facing essay from Profound's Marketing Engineering Hackathon on AEO/GEO, source graphs, proof loops, and bounded marketing agents
Dev.to · Gregory Shevchenko
1w ago
I open-sourced the core of how we get clients cited by AI
Four free, MIT-licensed CLI tools — and the four-step loop they came from — to measure and fix whether ChatGPT, Perplexity, and Gemini cite your pages.
Dev.to · Gregory Shevchenko
2w ago
Token economics for AI agents: why workflow ownership matters more than task automation
A practical operator view of token economics, AI-agent workflow cost, QA gates, and the shift from task execution to workflow ownership.
Dev.to · Gregory Shevchenko
2w ago
Autocompaction Is Not Memory
Why long-context coding agents still need a local handoff protocol for Claude Code, Codex, Cursor, and Windsurf.
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