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Posts by MPRAUTO MPRAUTO

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About MPRAUTO MPRAUTO
BCBS 239 Risk Data Aggregation Architecture: Lineage, Controls and Reporting (2026)

BCBS 239 Risk Data Aggregation Architecture: Lineage, Controls and Reporting (2026)

Posted by By MPRAUTO MPRAUTO October 12, 2026Posted inTechNo Comments
BCBS 239 Risk Data Aggregation Architecture: Lineage, Controls and Reporting Systems and architecture analysis only. This is not legal, regulatory, investment or compliance advice. Regulatory expectations differ by jurisdiction and…
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Cross-Border Payments Architecture: SWIFT gpi vs Correspondent Banking vs Stablecoin Rails (2026)

Cross-Border Payments Architecture: SWIFT gpi vs Correspondent Banking vs Stablecoin Rails (2026)

Posted by By MPRAUTO MPRAUTO October 12, 2026Posted inTechNo Comments
Cross-Border Payments Architecture: SWIFT gpi vs Correspondent Banking vs Stablecoin Rails (2026) A payment that crosses a border does not move. Nothing travels from London to Manila. Instead, a chain…
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Credit Decisioning Architecture: How BNPL Underwriting Engines Decide in Milliseconds (2026)

Credit Decisioning Architecture: How BNPL Underwriting Engines Decide in Milliseconds (2026)

Posted by By MPRAUTO MPRAUTO October 12, 2026Posted inTechNo Comments
Credit Decisioning Architecture: How BNPL Underwriting Engines Decide in Milliseconds A shopper taps "Pay in 4" at checkout and, a second or two later, either sees an instalment plan or…
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Transactional Outbox Pattern: Reliable Event Publishing with CDC and Idempotent Consumers (2026)

Transactional Outbox Pattern: Reliable Event Publishing with CDC and Idempotent Consumers (2026)

Posted by By MPRAUTO MPRAUTO October 12, 2026Posted inDevelopment2 Comments
Transactional Outbox Pattern: Reliable Event Publishing with CDC Every team that builds event-driven services eventually ships the same bug. A handler writes a row to its database, then publishes an…
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API Gateway Comparison: Kong vs Envoy Gateway vs Apache APISIX (2026)

API Gateway Comparison: Kong vs Envoy Gateway vs Apache APISIX (2026)

Posted by By MPRAUTO MPRAUTO October 12, 2026Posted inKubernetesNo Comments
API Gateway Comparison: Kong vs Envoy Gateway vs Apache APISIX (2026) Most gateway evaluations still start with a feature checklist and a requests-per-second chart, and both are the wrong place…
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Distributed Rate Limiting Architecture: Token Bucket, GCRA, Redis and Envoy (2026)

Distributed Rate Limiting Architecture: Token Bucket, GCRA, Redis and Envoy (2026)

Posted by By MPRAUTO MPRAUTO October 12, 2026Posted inKubernetes1 Comment
Distributed Rate Limiting Architecture: Token Bucket, GCRA, Redis and Envoy (2026) A rate limiter that works on one process is a ten-line exercise. The same limiter spread across forty gateway…
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OpenTelemetry Profiling Signal: Continuous Profiling with eBPF and OTLP (2026)

OpenTelemetry Profiling Signal: Continuous Profiling with eBPF and OTLP (2026)

Posted by By MPRAUTO MPRAUTO October 11, 2026Posted inTechNo Comments
OpenTelemetry profiling signal explained: OTLP profiles data model, eBPF profiler donation, pprof mapping, correlation with traces and production overhead.
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Private 5G vs Wi-Fi 7 vs TSN: Factory Floor Wireless Decision (2026)

Private 5G vs Wi-Fi 7 vs TSN: Factory Floor Wireless Decision (2026)

Posted by By MPRAUTO MPRAUTO October 11, 2026Posted iniiotNo Comments
Private 5G vs Wi-Fi 7 vs TSN for factories: URLLC latency, 5G-TSN bridging, spectrum (CBRS, n78, 3.7-3.8 GHz), roaming, cost and AGV use cases.
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WireGuard vs Tailscale vs NetBird vs Headscale: Edge Fleet Networking (2026)

WireGuard vs Tailscale vs NetBird vs Headscale: Edge Fleet Networking (2026)

Posted by By MPRAUTO MPRAUTO October 11, 2026Posted inTech1 Comment
WireGuard vs Tailscale vs NetBird vs Headscale for edge fleets: control plane design, NAT traversal, ACLs, DERP relays, scale limits and self-hosting.
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TPM 2.0, Secure Boot and Remote Attestation for IoT Fleets (2026)

TPM 2.0, Secure Boot and Remote Attestation for IoT Fleets (2026)

Posted by By MPRAUTO MPRAUTO October 11, 2026Posted inTechNo Comments
TPM 2.0 secure boot, measured boot and remote attestation for IoT fleets: PCRs, event logs, keylime, device identity (DICE/DevID) and failure modes.
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Posts pagination

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  • Retries, Backoff with Jitter, Circuit Breakers and Retry Budgets: Resilience Patterns (2026)
  • SOME/IP and Automotive Ethernet: Service-Oriented Architecture for the Software-Defined Vehicle (2026)
  • DNP3 Protocol Deep Dive: Link, Transport and Application Layers, Secure Authentication and SCADA Utilities (2026)
  • OAuth 2.1, PKCE, OIDC and JWT Validation Pitfalls: A Token Security Guide (2026)
  • Interchange Fees and Least-Cost Routing: Card Payment Cost Architecture (2026)
  • Payment Retries and Dunning: Smart Retry Architecture for Recovering Failed Card Payments (2026)
  • Browser Agents Architecture: DOM, Accessibility Tree vs Vision, and Playwright MCP (2026)
  • Mechanistic Interpretability: Sparse Autoencoders, Features and Circuits in LLMs (2026)
  • Distributed Training Parallelism: Data, Tensor, Pipeline, FSDP/ZeRO and NCCL Collectives (2026)
  • Probabilistic Data Structures: Bloom Filters, HyperLogLog, Count-Min Sketch and Cuckoo Filters (2026)
  • Load Balancing Algorithms: Power of Two Choices, Maglev and L4 vs L7 (2026)
  • MVCC and Transaction Isolation Levels: Snapshot Isolation, Write Skew and SSI (2026)
  • Agentic Digital Twins: AI-Driven Twins in 2026
  • OpenPLC v3 + Modbus TCP: Open-Source PLC Architecture
  • LLMs on Jetson Orin Benchmarked (2026): tok/s & VRAM
  • Claude Skills Architecture: Dynamic Capability Injection for LLM Agents
  • PROFIBUS Protocol: The Complete Technical Guide to Process and Factory Fieldbus
  • Database Sharding Strategies: Consistent Hashing, Rendezvous Hashing and Online Resharding (2026)
  • TLS 1.3 for Constrained IoT Devices: Handshake, 0-RTT, mTLS and Performance Costs (2026)
  • Hybrid Logical Clocks vs Vector Clocks: Event Ordering for Distributed IoT and Edge (2026)
  • Card Issuing Architecture: Processors, BIN Sponsors, JIT Funding and Authorization Flow (2026)
  • Core Banking Modernization: Strangler Fig, Event-Driven Cores and Migration Risk (2026)
  • Spot GPU Training: Checkpointing, Preemption Handling and Fault-Tolerant LLM Jobs (2026)
  • RAG Latency Budget: Optimizing Retrieval, Reranking and Streaming for Production (2026)
  • SBOM and VEX: CycloneDX vs SPDX for Software Supply Chain Vulnerability Triage (2026)
  • Kafka Exactly-Once Semantics: Idempotent Producers, Transactions and Their Limits (2026)
  • Raft vs Paxos: Leader Election, Log Replication and Consensus Failure Modes (2026)
  • LSM-Trees and RocksDB: Compaction, Write Amplification and Tuning (2026)
  • Saga Pattern: Orchestration vs Choreography and Compensating Transactions (2026)
  • Neural Operators (FNO, DeepONet) vs PINNs for Engineering Surrogate Models (2026)
  • Digital Twin Maturity Model: Fidelity Levels, ROI and a Practical Framework (2026)
  • Software-Defined Vehicle: AUTOSAR Classic vs Adaptive Architecture (2026)
  • Battery Management System (BMS) Architecture: SoC, SoH Estimation and Digital Twins (2026)
  • Project Haystack vs Brick Schema vs RealEstateCore for Building Digital Twins (2026)
  • umati vs MTConnect vs OPC UA for Machine Tools (2026)
  • OCPP 2.0.1 vs OCPP 1.6 vs ISO 15118: EV Charging Architecture (2026)
  • Vibration Analysis for Condition Monitoring: ISO 20816, FFT and ML Pipelines (2026)
  • Kubernetes Dynamic Resource Allocation (DRA) for GPU Scheduling Explained (2026)
  • Serverless Cold Starts: Lambda SnapStart vs Cloudflare Workers vs Cloud Run (2026)

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