Blog & Insights
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Featured Posts
Designing a Large-Scale Video Streaming Platform
A comprehensive guide to building YouTube-scale video platforms. Covers transcoding pipelines, adaptive bitrate streaming, multi-language support, and CDN architecture for 200M DAU handling 7 Tbps egress and 5 PB daily uploads with 95%+ cache hit ratios.
LLM Memory Compaction: Keeping an Agent's Context Window Healthy
Memory compaction reduces an agent's context size while preserving critical information. Learn practical strategies like trimming, summarization, tool compaction, and event-based methods to keep agents fast, focused, and cost-effective across long sessions.
Graph Engineering for LLM Agents: A Practitioner's Guide to Stateful, Cyclic Workflows
Learn how cyclic graph architectures outperform linear chains for LLM agents, delivering speed improvements and enabling self-reflection, conditional routing, and human-in-the-loop workflows. A technical deep-dive into building production-ready stateful agent systems.
All Posts
Designing a Large-Scale Video Streaming Platform
A comprehensive guide to building YouTube-scale video platforms. Covers transcoding pipelines, adaptive bitrate streaming, multi-language support, and CDN architecture for 200M DAU handling 7 Tbps egress and 5 PB daily uploads with 95%+ cache hit ratios.
LLM Memory Compaction: Keeping an Agent's Context Window Healthy
Memory compaction reduces an agent's context size while preserving critical information. Learn practical strategies like trimming, summarization, tool compaction, and event-based methods to keep agents fast, focused, and cost-effective across long sessions.
Graph Engineering for LLM Agents: A Practitioner's Guide to Stateful, Cyclic Workflows
Learn how cyclic graph architectures outperform linear chains for LLM agents, delivering speed improvements and enabling self-reflection, conditional routing, and human-in-the-loop workflows. A technical deep-dive into building production-ready stateful agent systems.
Progressive Disclosure of Information: Designing Context for LLM Agents
Context windows keep growing, yet production LLM agents still fail on tasks that should fit. Progressive disclosure reveals information just-in-time instead of loading everything upfront. Learn the metadata-first mechanics, prompt-caching economics, and failure modes need to ship reliable agents.
Distributed Messaging Queues
Learn how distributed messaging queues power systems like Netflix and Amazon. Explore message brokers, delivery guarantees, partitioning, and real-world implementation strategies for building scalable, fault-tolerant applications.
Memcached vs Redis: Complete Guide to Choosing the Right Caching Solution
Comprehensive comparison of Memcached vs Redis for distributed caching. Learn architecture differences, performance trade-offs, use cases, and decision framework to choose the right caching solution for your application's needs.