Webhook-Driven AI Integrations: Patterns That Scale
Webhook-driven AI integration is the workhorse of B2B automation. The 2026 patterns for reliability, retries, and idempotency at scale.
8 min read
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Why 42% of Enterprise Agent Projects Fail Past Pilot: Gartner Teardown
Gartner's 2026 cancellation prediction is bearing out. The recurring failure modes in enterprise agent rollouts and how to avoid them.
8 min read
Actor-Model Multi-Agent Systems: Lessons From Ray, Akka, and OpenAI Swarm
The actor model is a clean primitive for multi-agent LLM systems. What Ray, Akka, and OpenAI Swarm get right (and wrong) in 2026.
8 min read
Agent Evaluation Beyond Accuracy: Trajectory, Tool-Use, and Cost Metrics
Accuracy alone misses what is actually wrong with your agent. The 2026 metrics teams use to evaluate agentic systems before and after deployment.
8 min read
Agent Memory Patterns: Episodic, Semantic, and Procedural Stores in Production
Production LLM agents in 2026 separate episodic, semantic, and procedural memory. Here is how to design each store and the tradeoffs that matter.
10 min read
Agent Role Cards and Team Composition: Findings From 200 Enterprise Deployments
What enterprise multi-agent systems actually look like in 2026, based on deployment patterns across 200 production teams.
9 min read
Agent-to-Agent Protocol (A2A) Deep Dive: Google's Open Standard for Agent Interop
Google's A2A protocol shipped in 2025 to let agents from different vendors talk to each other. Here is what it does, where it differs from MCP, and who is adopting.
9 min read
Agentic Sandboxing 2026: E2B, Daytona, and Modal Patterns for Safe Code Execution
Agents that write and run code need real isolation. A 2026 comparison of E2B, Daytona, Modal, and Firecracker-based sandboxes for production agentic workloads.
8 min read
Agentic Workflow Versioning: LangGraph, Temporal, and Inngest in Production
Versioning agent workflows is the unsexy reliability primitive that decides whether your agent survives its second deploy. A 2026 deep dive.
9 min read
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