Designing stable AI agents: separate retries, reconciliation, and recovery to control interventions, not just model retries.
Building Execution Ledger, an open-source durable workflow orchestrator in Rust on Azure Container Apps, focusing on step-level recovery and idempotency.
Explores idempotency in system design, its patterns, and critical role in reliable distributed systems, generative AI, and AI agents.
A guide to the core principles and systems thinking required for data engineering, beyond just learning specific tools.
A guide to designing reliable, fault-tolerant data pipelines with architectural principles like idempotency, observability, and DAG-based workflows.
Explains idempotent data pipelines, patterns like partition overwrite and MERGE, and how to prevent duplicate data during retries.
Explains idempotency keys in distributed systems, comparing UUIDs and monotonic sequences for duplicate detection and exactly-once processing.
Explains idempotency keys in distributed systems, comparing UUIDs and monotonic sequences for duplicate detection and exactly-once processing.
Explores techniques for implementing idempotent 'get or create' operations in PostgreSQL, covering race conditions, concurrency, and constraint handling.
Explains the Retry Pattern for building resilient microservices, covering transient failures, idempotency, and when to retry requests.
Announcing IdempotentAPI v2.0.0-RC, an open-source .NET library for adding idempotency to APIs, now with support for distributed cluster environments.
Announcing the 1.0.0 Release Candidate for IdempotentAPI, a .NET library for building fault-tolerant, idempotent Web APIs in distributed systems.
Explains how to implement idempotency using locks in a URL shortener to prevent duplicate database entries from concurrent requests.
Learn best practices for handling retries in real-time streaming systems, including exponential backoff, idempotency, poison queues, and logging.
