Distributed Temporal workflow architecture with sticky notes and arrows

Architecting Distributed Workflows with Temporal: State Management at Scale

Temporal encodes workflows as code, giving you durable execution, exactly-once retries, and native state management for distributed systems at scale.

September 16, 2026 · 7 min · 1345 words · martinuke0
Diagram of an agent loop with planning, tool use, and reflection stages.

Agentic AI in Production: How Autonomous Agents Are Rewiring the Stack

Agentic AI is the shift from one-shot prompting to autonomous loops that plan, call tools, observe results, and recover from failure. This guide walks through the core loop, the production patterns, and the infrastructure that makes agents viable at scale.

September 7, 2026 · 11 min · 2183 words · martinuke0
Diagram-style illustration of an agentic harness with planner, tools, memory, and guardrails modules wired together.

The Architecture of an Agentic Harness: How Production AI Agents Actually Work

Most ‘AI agents’ demos hide a complex runtime underneath. Here is what actually runs in production — the planner, the tools, the memory layer, the guardrails, and the observability stack that holds it all together.

September 6, 2026 · 10 min · 1992 words · martinuke0
A flowchart showing service nodes connected by directional arrows with compensation paths running in reverse.

Designing the Saga Pattern for Distributed Transactions: Orchestration, Compensation, and Commerce Resilience

A practitioner’s guide to building sagas for distributed commerce transactions, comparing orchestration and choreography, and showing how compensation, idempotency, and observability keep orders resilient when individual services fail.

September 3, 2026 · 10 min · 1993 words · martinuke0
Illustration of interconnected AI agents accessing a shared memory pool.

Architecting Autonomous Memory Systems for Distributed AI Agent Orchestration: A Deep Dive

A production‑focused guide that walks engineers through the architecture, consistency models, and tooling needed to build autonomous memory for distributed AI agents.

June 2, 2026 · 6 min · 1187 words · martinuke0
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