AI agents7 min read
Stateful Context Pruning for Long-Horizon Agents
The demo looked fast, but production logs show inference times doubling as the context window fills with redundant history.
Read reportReports
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
AI agents8 min read
Build Decisions for Treasury AI: Proving Idle Cash Logic Before Writing
But the code behind it is a mess of hardcoded thresholds and brittle logic.
Read reportAI agents8 min read
Closing the Loop: Verifying LLM Hypotheses with Wet-Lab Feedback
The demo looked impressive until the first batch of synthesized compounds failed to dissolve.
Read reportProduction RAG8 min read
Build Decisions for Agentic RAG Across Heterogeneous SQL Schemas
The demo impressed stakeholders, but the quiet cost of maintaining custom logic across eleven distinct SQL schemas is already accruing.
Read reportAI agents8 min read
Interface Contracts for Siloed Agents: A Build Sequence
The demo impressed the CIO, but the integration debt is already accruing.
Read reportEnterprise AI8 min read
Build Decisions After AI Governance Infrastructure Face Critical Moment
The demo impressed the C-suite, but the production logs tell a different story.
Read reportAI agents8 min read
MariaDB LLMs Are Search Engines To Win Over: Build Decisions
The agent pulled the right records, formatted them nicely, and the stakeholders nodded.
Read reportAI agents8 min read
Verifying Agent Tool-Call Idempotency in Distributed Systems
The agent processed the refund, the UI updated, and the stakeholders nodded.
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Showing 8 of 127 reports