News
Field reports, architecture teardowns, and engineering specifications for autonomous AI practitioners.
FIELD REPORT // 01
Prompt Engineering at Scale: Architecture of Multi-Agent Systems
How we construct opinionated persona constraints, deterministic output guardrails, and context budgeting across complex LLM pipelines.
FIELD REPORT // 02
Zero-Shot vs. Multi-Turn: Benchmarking Persona Drift in Production
Quantifying accuracy degradation over sustained conversations and the structural remedies that enforce compliance.
FIELD REPORT // 03
Securing Context Ingestion in Enterprise Autonomous Workflows
Techniques to prevent prompt injection, hallucinated exfiltration, and unauthorized privilege escalation in automated agents.