9f4bf8c452
Files added by PR #2008 that were not in main were dropped during the merge. Restore all src/, docs/, and scripts/ files from the pre-merge PR head. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
31 lines
1.6 KiB
Markdown
31 lines
1.6 KiB
Markdown
# Evolution Across Project Scale
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### Phase Transitions (All 4 Models Converge)
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#### 0–1k LOC: The Monolithic Phase
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- Everything fits in one context window
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- Agent reads entire codebase, makes globally coherent decisions
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- Orchestrator is simple, manifest barely needed
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- **This is where most demos live**
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#### 1k–10k LOC: The Modular Phase
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- Codebase no longer fits in one context window
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- **What breaks first: consistency** — agent sees fragments that gradually diverge
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- Requirements: modular context assembly, manifest as essential map, interface contracts, convention enforcement (linting, formatting)
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#### 10k–50k LOC: The Architectural Phase
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- Relationships between components become non-obvious
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- Changing one thing might affect ten others through indirect dependencies
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- **What breaks:** planning quality — planner can't understand full system
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- Requirements: dependency-aware context assembly, impact analysis before execution, more conservative/incremental plans
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#### 50k–100k+ LOC: The Organizational Phase
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- System of systems — no single agent context can reason about the whole thing
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- **What breaks:** integration — interactions between components become so numerous that integration testing becomes the bottleneck
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- Requirements: hierarchical planning (system-level planner → component-level agents), continuous integration verification, possibly distributed orchestrator, hierarchy of manifests
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### The Meta-Insight
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> The architecture of your agentic system should **mirror the architecture of the software it's building.** Microservices projects need a more distributed orchestrator. Monolithic projects can use a simpler one.
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