Blog

Posts on the topics we work with every day: AI workflow engineering, agentic coding, and app and web development.

architecture efficiency

Agentic Coding03 October 2026
Adapting Decoder-Only Models to Encoder-Decoder Architectures for Inference Efficiency
T5Gemma adapts pretrained decoder-only Gemma 2 models into encoder-decoder topologies. This approach improves inference efficiency and input representation for text tasks.
Agentic Coding20 August 2026
Read-Copy-Update versus Reader-Writer Locks: Overcoming Concurrency Bottlenecks in System Architecture
High-throughput read-heavy workloads frequently encounter severe scaling bottlenecks when using traditional synchronization primitives. While standard reader-writer locks allow concurrent reads, acquiring shared access forces cache invalidation traffic across increasing core counts.
Web Development17 July 2026
Scaling AI Agent Architecture: Moving Beyond Simple Loops
Production-ready AI agents require structured coordination patterns to manage state, cost, and failure boundaries. Learn how to move beyond basic loops to system designs.
Agentic Coding21 June 2026
The Cognitive Front-End Pattern for Deterministic AI Workflows
Improve architecture efficiency by separating probabilistic AI agents from deterministic business logic. This pattern ensures auditability while maintaining flexibility.
Agentic Coding13 June 2026
Optimizing Agentic Workflows with Meta-tools
Reduce operational costs and latency in agentic systems by bundling redundant tool sequences into deterministic meta-tools. This approach improves task success rates by shortening execution paths.

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