Orchestration

How independent pieces get coordinated into work that finishes: control flow, hand-offs, retries and knowing what belongs in a script rather than a model.

A compact clockwork greenhouse tends one thriving plant while an enormous unfinished autonomous factory stands idle in the distance
Artificial IntelligenceAgent EngineeringArchitectureOrchestration
Build the Smallest Autonomous Loop That Can Work
A practical way to scope AI autonomy around one observable goal, one bounded action surface, and one trustworthy feedback loop before expanding further.
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Rugged autonomous machines relay the same illuminated baton and field ledger across a stormy mountain route toward dawn
Artificial IntelligenceAgent EngineeringreliabilityOrchestration
Durable Execution for Long-Running Agents
How checkpoints, leases, event history, reconciliation, and resumable steps let agent workflows survive the failures that real work inevitably encounters.
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A volatile luminous intelligence being fitted into a precise mechanical harness inside an experimental engineering bay
Artificial IntelligenceAgent EngineeringArchitectureOrchestration
The Agent Harness Is the Real Product
Why model capability only becomes dependable work through a harness that manages context, tools, state, permissions, recovery, and verification.
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An autonomous machine moves around a circular workshop track, completing inspection and verification stations before the path opens toward a bright finish gate
Artificial IntelligenceAgent EngineeringcodexOrchestration
The Loop and Goal Workflow: How Long-Running AI Work Actually Finishes
A practical look at Codex Goal mode, automatic continuation, verification, steering, and the discipline required to make long-running agent work finish honestly.
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A modular operations wall showing request intake, planner, specialist agents, workflow state, and human approval feeding application delivery
ArchitectureArtificial Intelligencemulti-agentOrchestration
Composable AI Architecture
How subagents, workflow orchestration, and durable state turn AI from a bolt-on assistant into a composable delivery capability.
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Mission-control room overlooking bright work lanes that flow through checkpoints toward a final integration gate
Artificial IntelligenceAgent EngineeringOrchestrationmulti-agent
Orchestration Patterns for Real Agent Work
A practical guide to planner-executor-reviewer loops, handoffs, verification gates, and the operating patterns that make multi-agent work reliable.
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Surreal sequence of nested frames and rooms receding inward as a central figure looks through recursive layers
Artificial IntelligenceAgent EngineeringrlmOrchestration
RLMs, Context Rot, and Recursive Orchestrators
What Recursive Language Models are, why long-context systems degrade, and how recursive decomposition changes the design of agent orchestration.
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Desert industrial frontier with towering dispatch structures, heavy rigs, rail lines, and convoy traffic under a glowing sunset
Artificial IntelligenceAgent Engineeringgas-townOrchestration
What Gas Town Is Really Building
A close reading of Steve Yegge's Gas Town as a multi-agent operating model, with an emphasis on persistence, handoffs, merge discipline, and where the idea is genuinely useful.
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