DCYFR Research
Deep dives into AI agent patterns, context engineering, and production-ready infrastructure. Written by the team building the DCYFR ecosystem.
Featured
Agent Patterns8 min read
Delegation Framework v2: Trustworthy Agent Composition
How DCYFR's delegation framework enables composable, auditable multi-agent workflows without sacrificing reliability or observability.
DCYFR Team
Context Engineering11 min read
Context Engineering: Managing Attention Budgets in Long-Running Agents
A practical guide to preventing context degradation in multi-step agent workflows — what fills the window, what to evict, and how to measure quality.
DCYFR Team
Recent
All articles →Sentry v9 with Next.js 15: Source Maps That Actually Work
The new instrumentation pattern, the org slug gotcha that costs two deployment cycles, and a checklist for getting source maps uploading correctly.
Mar 22, 2026
6 min
WCAG AA in Dark Mode: Why Blue Design Tokens Fail at 48% Lightness
The math behind why primary-400 (HSL 48% lightness) fails WCAG contrast on dark backgrounds despite looking 'light enough', and how composited opacity makes it worse.
Mar 22, 2026
7 min