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Beyond Orchestration: Why Enterprise AI Agents Need a Unified Control Plane

6h ago · 14 min read · Beyond Orchestration: Why Enterprise AI Agents Need a Unified Control Plane The enterprise AI landscape is shifting. We’ve moved from experimenting with large language models to deploying autonomous a

AI Agent Cost Attribution: Tracking LLM Spend by Team and Project

6h ago · 14 min read · The $80,000 Surprise You Can't Explain A platform team rolls out internal AI agents for code review, customer ticket triage, and marketing content generation. Three months in, the cloud bill arrives.

Multi-Tenant AI Agent Architectures: Isolation, Routing, and Data Safety

6h ago · 16 min read · When your SaaS product ships AI agents that act on behalf of dozens, then hundreds, then thousands of customers, "tenant" stops being an afterthought. Tenant is the organizing principle for everything

Migrating from LangChain to a Production AI Agent Platform

6h ago · 9 min read · You built your first AI agent with LangChain. It worked surprisingly well for a proof-of-concept. Your team shipped a prototype that impressed stakeholders, and now you're facing the real challenge: g

Memory and Context Management in Long-Running AI Agents

6h ago · 9 min read · Most AI agent tutorials focus on single-turn conversations or simple API calls. Production systems operate differently. They handle ongoing user sessions, multi-day workflows, and complex state manage

Prompt Versioning and Regression Testing for Production AI Agents

6h ago · 9 min read · AI agents in production face a critical challenge: how to safely evolve prompts without introducing subtle behavioral regressions that compromise quality, compliance, or user experience. Unlike tradit

EU AI Act Compliance for AI Agent Systems: What Enterprises Need Now

6h ago · 17 min read · The EU AI Act entered into force in August 2024. Its phased implementation schedule means that by August 2026, the full weight of high-risk AI system obligations applies: including conformity assessme

LLM Cost Optimization for Agent Workflows: A Practical Guide

6h ago · 17 min read · AI agents burn through tokens fast. A single multi-step agent workflow, classify an intent, retrieve context, reason over it, draft a response, validate the output, can easily consume 15,000-40,000 to

Human-in-the-Loop Patterns for High-Stakes AI Agent Decisions

6h ago · 15 min read · Autonomous AI agents are genuinely useful, until they aren't. A customer-service agent that refunds the wrong order, a procurement agent that commits budget to the wrong vendor, a code-review agent th

When NOT to Use AI Agents: A Realistic Framework

6h ago · 14 min read · We build AI agent infrastructure for a living. So when we say "don't use AI agents for this," it's worth paying attention. The pressure to deploy agents is real. Board decks demand AI strategy slides.