All articles are fetched live directly from GitHub repositories. Deep dives into distributed system queues, API performance, developer tooling, and AI.
How a single 4-step adaptive merge pipeline handles concurrent inventory deltas, multi-region partitions, and trust-scored conflict resolution across e-commerce, offline POS, and fintech ledger architectures.
Why traditional exponential backoff and independent circuit breakers fail under pressure, and how computing a single Composite Pressure Score (CPS) stops cascading failure loops across microservices.
How to solve NP-hard combinatorial order routing, fulfillment allocation, and multi-resource distribution in sub-15ms without expensive commercial LP solvers.
How dependency graph topology, BFS blast radius analysis, and real-time canary health scoring eliminate silent deployment outages across complex microservice architectures.
Why replaying every single historical event after a crash is a massive waste of compute, and how dependency-aware dead-write elimination achieves 40%-70% recovery speedups with provable state correctness.
Automating Meta Resumable Media Uploads, handle generation, and Carousel message template submission for WhatsApp Business Platform via Meta Graph API.
Production backend architecture for assembling dynamic parameter components, payload structures, and sending templated messages with webhooks.
Building a real-time event-driven WhatsApp AI assistant connecting Meta Webhooks, LLM agents, vector search RAG, and session state engines.