Manus' detailed playbook on KV-cache locality, tool masking, filesystem memory, and keeping useful failures
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A position paper that treats the harness layer as a first-class research object, proposes the
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A three-way taxonomy of codebases agents encounter — agent-native greenfield, true legacy brownfield, and
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TrueFoundry's June 2026 architectural guide to the agent harness as a production runtime: declarative agent
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Formalizes agent validation as infrastructure-grade testing with pass^k reliability (all 20+ trials must
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Defines five concrete budget guardrails enforced at the infrastructure gateway: loop/step limits, tool-call
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Defines the four infrastructure capabilities that agentic development requires: per-task isolated sandboxes
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Systematic patterns for cost reduction: model routing and caching (40-60% savings); Anthropic prompt caching
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Data infrastructure prioritized before deployment; successful scalers appoint AI operations function
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Analysis showing 72% of Global 2000 companies operate agents beyond experimental phases, but only 14%
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The canonical benchmark for coding agents. Essential reference for understanding what "verified working"
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Eight-step practitioner verification checklist for MCP server and tool-harness boundaries: OAuth/token
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