Retrieval Timing Changes the Evidence an Agent Reasons From
Why pre-loop evidence assembly, reactive search, and evidence use are separate failure surfaces in agentic retrieval.
// 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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Who Gets to Act When an Agent Is Shared?
A practical operator checklist for evaluating shared multi-human agent workflows: who may act, whose credentials apply, how conflicts are ordered, and where results may be disclosed.
Agent Benchmarks Measure the Harness Too
How harness, tool, attempt, and judging conditions become part of what an agent benchmark score actually describes.
Can You Take Persistent Agent Memory With You?
A practical custody test for persistent agent memory: what can be inspected, corrected, deleted, exported, moved, and preserved when the surrounding system changes.
Parallel Agents Needed a State Topology
A state-topology lens for deciding what parallel agents should inherit, share, or isolate, and for exposing the consistency, provenance, authority, contention, and recovery costs of each choice.
When AI Cost Control Becomes an Architecture Problem
Why AI operating cost is easier to reason about when context, routing, model choice, deployment placement, and measurement are treated as separate controls.
The Requested Change Is Only Half the Proof
An analysis of why AI-assisted editing needs evidence for both the requested mutation and the constraints the edit was not authorized to change.
When Agent-to-Agent Messaging Becomes Delegation
An analysis of why agent-to-agent communication needs explicit identity, delegated scope, task lifecycle, cancellation, failure, and evidence semantics once a message can trigger consequential work.
From Confidence Score to Consequence
Why probabilistic learned judgment can influence routing and tool gating without owning the rules that decide what its signal is allowed to cause.