context as infrastructure

4 articles · 15 co-occurring · 0 contradictions · 0 briefs

MCP embodies the pattern of treating context (tools, data sources) as persistent infrastructure rather than prompt-embedded state. This enables compounding intelligence.

Related concepts

multi agent orchestration 3 context window management 3 tool integration patterns 2 token waste quantification 1 state management 1 runtime context injection 1 prompt engineering 1 production bottleneck 1 multi agent context sharing 1 model selection strategy 1 model agnostic context 1 metadata driven context 1 mcp server implementation 1 context window optimization 1 context versioning 1

Evidence chain (4 articles, showing 4)

Context Engineering Framework for Enterprise AI in 2026 - Atlan example_of

The 5-phase framework treats context as systematic infrastructure (inventory, schema, products, routing, governance) rather than ad-hoc prompt tuning

What is an MCP? Breaking Down the Model Context Protocol | Perforce Software example_of

MCP embodies the pattern of treating context (tools, data sources) as persistent infrastructure rather than prompt-embedded state. This enables compounding intelligence.

Context Engineering: The critical Infrastructure challenge in production LLM systems - DEV Community supports

Frames context management as critical infrastructure problem affecting cost/latency/throughput at scale

@ivanfioravanti: My hidden secret weapon in coding: RepoPrompt. It's there, running as an MCP ... supports

Author treats RepoPrompt as invisible infrastructure that all agents use transparently—context becomes plumbing, not explicit work

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