9 articles2026-09-18
Agent-Reach: prepare and diagnose an agent’s web-reading tools
Understand the capability layer, upstream tools and authorization boundaries before treating a platform as readable.
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EasyAI / Open source
One project, one complete learning path: discover the idea, run it safely, inspect the architecture and code, then decide what to build next.
Understand the capability layer, upstream tools and authorization boundaries before treating a platform as readable.
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Understand Orca’s desktop, worktree and remote-runtime roles before increasing the number of concurrent coding tasks.
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Nine chapters on environmental exploration, local setup, lifecycle ownership, snapshot validation, visual budgets and responsible extensions.
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Nine chapters on browser tools, setup, persistent sessions, false-value forwarding, performance evidence and responsible automation.
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Nine source-backed chapters on cadgen models, local setup, freshness, lazy imports, export choices and manufacturing boundaries.
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Nine evidence-backed chapters on specifications, setup, template layers, prerequisite scripts, convergence and bounded adoption.
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Nine source-backed chapters on conditional guidance, live type contracts, loop design, iteration routing, review capacity and explicit authority.
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Nine source-backed chapters on bounded scouts, operating homes, semantic state, merge receipts, cost measurement and safe adoption.
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Nine practical lessons on Git worktree coordination for AI development, with pinned sources, seven teaching-model cases and explicit runtime limits.
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Nine evidence-led chapters on manifests, local distribution, overlay selection, draft hooks, service permissions and a read-only inspection project.
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Nine source-backed lessons on pattern detection, minimal editing, package validation, privacy boundaries and evidence-first review.
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Nine chapters from first document ingestion to event-driven RAG, candidate-pool recall, deployment, cost and sandbox boundaries.
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