Multi-agent systems7 min read
Task-based access control for tool-calling agents
A user role that can 'use support tools' is not the same as permission to refund on a chat that only asked for status.
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Long-form writing for teams who inherit production AI: what breaks after the demo, what to measure, and how to leave the system operable.
127 reports across 7 domains
LLMOps6 min read
Cost-aware model routing: SLMs for the 80%, frontier models for the 20%
One default frontier model for every FAQ and every hard reasoning job is how token bills grow while latency stays mediocre.
Read reportMulti-agent systems6 min read
Human-in-the-loop write gates for agentic workflows
An agent that can draft a refund is useful; an agent that silently posts it is an incident waiting for traffic.
Read reportGenerative BI7 min read
Semantic layer contracts for generative BI agents
A catalog that agents can ignore is documentation; a contract that agents must satisfy is governance.
Read reportGenerative BI8 min read
Generative BI as an intelligence layer: agents on a governed semantic layer
When agents invent KPIs, generative BI creates confidence without shared truth.
Read reportMulti-agent systems7 min read
Multi-agent harness deployment: from notebook demos to gated production runners
Agents that finish a notebook script often collapse when permissions, retries, and handoffs meet real traffic.
Read reportProduction RAG8 min read
Production RAG for enterprise knowledge: why demos fail and what to measure instead
Assistants that answer well in demos often fail the first week of real tickets.
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Showing 7 of 127 reports