Technical notes, postmortems & production code.
Written by lead software architects and systems engineers. We document verified blueprints, sub-400ms benchmarks, and battle-tested production releases.
Architecting Zero-Downtime Kubernetes Pipelines
Deep-dive technical guide on implementing production zero-downtime blue-green deployments, ingress traffic shifting, automated rollback triggers, and non-blocking database migrations on AWS EKS and GCP GKE.
Building Sub-400ms Production RAG Pipelines
Architectural breakdown of how AxonFlow engineers achieved 380ms P99 retrieval latency over 2.4M multi-format medical and financial records using hybrid sparse-dense indexing and streaming re-ranking.
Engineering 60fps Scroll-Driven Parallax & 4K Video Web Pipelines
How we built the Wanderlux luxury travel platform with buttery 60fps scroll-linked parallax, video color sampling, and memory-safe mobile WebKit rendering.
Architecting Multi-Agent Bioinformatics Systems: AlphaFold & ChEMBL
How we built Catalyst Bio: 24 specialized AI agents executing real-time genomic variant impact prediction, AlphaFold structural docking, and drug repurposing pipelines.
Autonomous CRM Orchestration: How Deal Doctor Won the Global Agent.AI Challenge
Engineering postmortem of Deal Doctor: the award-winning autonomous HubSpot CRM copilot with self-correcting validation loops and real-time deal scoring.
Heterogeneous GPU & NPU Compute Routing: Sub-15ms Dispatch Architecture
Inside HeteroMind Enterprise: routing AI agent workloads across heterogeneous Apple Silicon, Nvidia H100, and Edge TPU accelerators using real-time telemetry.
Architecting Sub-250ms Real-Time Conversational Voice AI with Agora RTC
How we built Closer: a human-speed conversational AI sales executive with WebSocket audio frame slicing, bidirectional Voice Activity Detection, and ultra-fast TTS streaming.
Self-Hosted N8N Workflows for Resilient Enterprise ERP Integration
How AxonFlow AI implements self-hosted, air-gapped N8N automation pipelines to orchestrate ERP, CRM, and financial ledgers with zero vendor lock-in.
C++ Accelerated DataFrame Profiling: Microsecond Data Cleansing with Arnio
Inside our 208-star open-source project Arnio: compiling C++ SIMD vectorization and Apache Arrow memory maps into Python for ultra-fast data validation.