Pavel Piarvou

I believe the best embedded solutions are those that not only meet today's requirements but are architected to adapt and scale as your needs evolve.

[Pavel Piarvou @embedarchitect]

@github @shanselman EU AI regulation for SW in functional safety environment asked exactly about that! Store it and be compliant

[Pavel Piarvou @embedarchitect]

(5/5) Market signal: When consumer electronics OEMs enter service robotics, they validate 10-year infrastructure bets on autonomous systems. Plan for edge AI, mesh networking, and regulatory compliance.

Building IoT robotics systems? Let's discuss sensor fusion architecture and autonomous navigation → https://t.co/YX0orKmIHm

[Pavel Piarvou @embedarchitect]

𝗟𝗚 𝗖𝗟𝗢𝗶𝗗 𝗥𝗼𝗯𝗼𝘁 𝗠𝗮𝗿𝗸𝗲𝘁 𝗩𝗮𝗹𝗶𝗱𝗮𝘁𝗶𝗼𝗻

(1/5) LG just unveiled CLOiD at CES—a full-stack eldercare robot. For CTOs: when a major appliance OEM enters robotics, it's a market validation signal for service robotics infrastructure.

[Pavel Piarvou @embedarchitect]

(4/5) CTO implications: Eldercare robotics require medical-grade reliability (FDA Class II), privacy compliance (HIPAA-adjacent), and fail-safe navigation. Architecture demands redundancy at every layer.

[Pavel Piarvou @embedarchitect]

(5/5) CTO implications: Agent-to-agent commerce requires new governance: spending limits, vendor allowlists, anomaly detection, rollback procedures. Architecture shifts from approval workflows to guardrails.

Building autonomous agent systems? Let's discuss API architecture for agent-to-agent commerce → https://t.co/YX0orKmIHm

[Pavel Piarvou @embedarchitect]

𝗚𝗼𝗼𝗴𝗹𝗲 𝗔𝗜 𝗔𝗴𝗲𝗻𝘁 𝗖𝗼𝗺𝗺𝗲𝗿𝗰𝗲 𝗔𝗣𝗜

(1/5) Google just announced a standardized commerce API for AI agents making autonomous purchasing decisions. For CTOs: this removes the middleware layer that's currently blocking enterprise agent adoption.

[Pavel Piarvou @embedarchitect]

(4/5) Enterprise use case: Autonomous supply chain reordering when inventory hits threshold. Agent queries pricing, compares vendors, negotiates terms, places order—all without human intervention.

[Pavel Piarvou @embedarchitect]

(6/6) Hardening your software supply chain? Let's discuss dependency management and threat mitigation strategies.

👉 https://t.co/xElXEDTbuC

[Pavel Piarvou @embedarchitect]

𝗦𝘂𝗽𝗽𝗹𝘆 𝗖𝗵𝗮𝗶𝗻 𝗦𝗲𝗰𝘂𝗿𝗶𝘁𝘆 𝗣𝗼𝘀𝘁-𝗕𝗿𝗲𝗮𝗰𝗵

(1/6) GitHub just published hardened supply chain guidance after recent malware campaigns. Key takeaway for CTOs: Your dependencies are attack surface, not just technical debt.

[Pavel Piarvou @embedarchitect]

(5/6) For regulated devices: Supply chain vulnerabilities = regulatory findings. FDA cybersecurity premarket guidance explicitly requires SBOM and vulnerability management plans.

[Pavel Piarvou @embedarchitect]

(6/6) CTO decision: .NET 10 LTS lands Q4 2026. Plan migration for latency-sensitive workloads (real-time telemetry, high-frequency trading, low-latency microservices).

Optimizing microservices or IoT gateway performance? Let's discuss .NET 10 migration planning → https://t.co/YX0orKmIHm

[Pavel Piarvou @embedarchitect]

.𝗡𝗘𝗧 10 𝗡𝗲𝘁𝘄𝗼𝗿𝗸𝗶𝗻𝗴 𝗣𝗲𝗿𝗳𝗼𝗿𝗺𝗮𝗻𝗰𝗲

(1/6) .NET 10 preview is out with HTTP/3, WebSocket, and TLS 1.3 performance gains. Measured 20-40% latency reduction in microservices and IoT edge gateway scenarios.

[Pavel Piarvou @embedarchitect]

(5/6) Microservices impact: Service mesh inter-service calls drop from 40ms to 25ms median latency. Compound effect across 5-10 hops = 100-200ms total savings.