The Next Agent Had to Earn Its Coordination Cost
An analysis of when another agent worker adds enough distinct value to justify the context, contention, verification, and reduction costs it creates.
// FIELD TRANSMISSIONS
System Logs
An archive of decisions, failures, changes, and shipped work. The record stays useful by keeping the sequence—and the limits—visible.
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Early Trajectory Compression Can Remove Evidence a Later Task Needs
Why irreversible trajectory compression should wait until the consuming objective is known, unless policy or a bounded use justifies earlier loss.
AI Product Averages Hide the Run Users Actually Get
An analysis of why AI-product latency and output variance need distribution-level measurement instead of being hidden behind healthy averages.
The Guardrail Arrived After the Token
Why streamed AI output changes what an output guardrail can prevent, and why release order belongs in the safety contract.
What Happens to Apprenticeship When AI Automates the Starter Work?
Automating entry-level production can remove more than a task. It can also remove the supervised repetitions through which future judgment develops.
When One Tool Replaces the Catalog
A smaller agent tool catalog can simplify invocation while relocating the real execution contract into authorization, containment, observability, recovery, postcondition evidence, and acceptance authority.
When Does AI Become Cheap Enough to Bundle?
A product decision framework for when AI belongs inside a subscription, when allowances are enough, and when workload variance still justifies usage-based pricing.
When Release Cadence Outruns the Evaluation Horizon
Why release decisions need to preserve the time horizon their evaluations actually covered, especially when consequential behavior may take longer to measure.
The Spec Outlived the Prompt
A decision rule for when long-running agent work needs a durable specification because the original prompt can no longer carry current intent, replanning, handoffs, and acceptance.