Engineering

Articles tagged with "Engineering"

3 articles found

Visual comparison showing chaotic context window stuffing versus organized artifact-based data architecture for AI agents
Engineering

Context Is Not a Storage Unit: The Artifact Pattern for Scalable AI Agents

Your AI agent needs to analyze 50,000 Salesforce records. Loading them all into context would cost $500 and break the model. Here's how we solved it with the artifact pattern.

9 min
Shahaf Pariente
Workflow architecture diagram showing durable agentic workflows with validation gates
Engineering

Building Reliable Multi-Agent Workflows: Durable Execution with Validation Gates

Learn how to build production-ready agentic workflows with checkpointing, validation gates, and parallel execution using Temporal and Agno.

15 min
Guy Hecht
Visual representation of AI slop in brownfield codebases and how to embrace it as a learning opportunity
Engineering

Embracing the AI Slop

AI slop is inevitable. If you treat it as signal instead of noise, it becomes a reliable way to surface missing context, weak constraints, and process gaps.

5 min
Matan Zutta