Control Plane vs Data Plane: A Concrete Pattern for Modern Backend Systems
How to split your system into 'think' (control) and 'do' (data) parts so you can move faster without risking your core traffic path.
Blog Posts
Page 5 of 18
Guardrails for Agentic DevOps: Designing Safe, Observable AI Ops Agents
Show, in concrete terms, how to let AI agents touch real infrastructure without turning your cluster into a sandbox accident.
CI/CD for Agentic AI: How to Ship Tool-Using Agents Without Breaking Production
A hands-on guide to designing CI/CD pipelines that treat agentic AI (multi-step, tool-using agents) as first-class deployable units, not magical black boxes.
Evaluating LLM Systems in Production: From Implicit Signals to Safe Experiments
Show a practical way to move from guessing about LLM quality to measuring it using logs, labels, and simple experiments.
Structured Outputs with LLMs: How to Get Reliable JSON Every Time
Show how to turn a chatty LLM into a safe JSON-producing service that other systems can trust.
Designing Backpressure-First Systems: Surviving Traffic Spikes Without Falling Over
How to design web services that slow down gracefully instead of crashing when traffic or downstream latency spikes.
Designing Multi-Tenant SaaS with Strong Isolation by Default
How to design SaaS systems where many tenants share the platform but don't share failure modes, noisy neighbors, or data.
Drift-Safe AIoT: How to Monitor, Update, and Roll Back Edge Models in the Field
How to keep AI models on devices useful and safe after you ship them. Practical patterns for detecting drift, retraining, and safely rolling out updates to edge AIoT fleets.
Privacy-by-Design AIoT: Practical Patterns for Tiny Federated Learning on Devices
How to train useful AI models across many devices without pulling all the raw sensor data into the cloud.
Zero-Touch Secure Provisioning for Large IoT Fleets: A Practical Blueprint
How to get thousands of devices securely online without manual setup, stickers, or spreadsheets. A complete guide to zero-touch provisioning for IoT fleets.