Arm Ethos-U85 and Cortex-M85: TinyML NPU Architecture for Edge AI (2026)
Arm Ethos-U85 with Cortex-M85 explained: MAC configs, Vela compiler, TOSA, transformer support, memory bandwidth, and how it compares with Ethos-U55 and U65.
BehaviorTree.CPP vs State Machines vs SMACC2: Robot Task Logic Compared (2026)
BehaviorTree.CPP vs finite state machines vs SMACC2 for robot task logic: reactivity, modularity, blackboards, Nav2 integration, debugging with Groot2.
micro-ROS on Microcontrollers: XRCE-DDS Agent Architecture and Tutorial (2026)
micro-ROS explained: XRCE-DDS client-agent design, RMW, transports, memory budgets on Cortex-M and ESP32, real-time executors, and a working publisher.
cuRobo vs OMPL: GPU-Accelerated Motion Planning and Collision-Free Trajectory Optimization
cuRobo vs OMPL explained: sampling-based vs optimization-based motion planning, GPU collision checking, signed distance fields, trajectory optimization.
ISO 8583 vs ISO 20022: Card Messaging, Payment Message Formats and Why Both Still Run
ISO 8583 vs ISO 20022 explained: bitmaps, data elements, authorization vs clearing, XML message families, field mapping challenges and how card and bank.
FAPI 2.0 Security Profile: OAuth 2.0 Hardening for Open Banking with PAR, DPoP and mTLS
FAPI 2.0 explained: the OpenID Foundation security profile for open banking, PAR, PKCE, DPoP and mTLS sender-constrained tokens, JAR/JARM, attack models.
Feature Flag Architecture: OpenFeature, Targeting Rules and Progressive Delivery at Scale
Feature flag architecture explained: OpenFeature, flag evaluation models, targeting and bucketing, kill switches, flag debt and progressive delivery, with.
Event Sourcing and Bitemporal Data for Financial Audit Trails
Event sourcing and bitemporal modeling for financial systems explained: immutable event logs, CQRS projections, valid time vs transaction time.
PgBouncer vs PgCat vs RDS Proxy: PostgreSQL Connection Pooling Internals and Pitfalls
PgBouncer vs PgCat vs RDS Proxy compared: Postgres connection cost, session vs transaction pooling, prepared statements, pinning, sizing formulas and a.
Usage-Based Billing Architecture: Metering, Rating, Invoicing and Idempotent Events
Usage-based billing architecture explained: event metering, idempotent ingestion, rating engines, aggregation windows, invoicing and reconciliation, with.