OpenAI Just Turned Agent Infrastructure Into an API — The Next AI Skill Is Orchestration
The biggest change isn't another model release. OpenAI's new Agents API packages the infrastructure needed for long-running agents—context, tools, f…
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Why 95% of Enterprise AI Agents Never Reach Production (And the 3 Orchestration Boundaries That Kill Them)
Why 95% of Enterprise AI Agents Never Reach Production (And the 3 Orchestration Boundaries That Kill Them) Enterprise AI agents promise transformati…
Understanding Apache Airflow 3.3: Key Improvements, Features Every Data Engineer Should Know, and Real-World Use Cases
Airflow 3.3.0 shipped on 6 July 2026, with 3.3.1 following about five weeks later. It's a much smaller release than 3.0 was, and that's fine. Nothin…
LLMOps for Compound AI Systems — Observability & Cost
Why most GenAI pilots crumble after launch Most GenAI pilots don't fail because the models are bad — they fail because the surrounding system wasn't…
Invoked, not executed
A deep-research request to the top-tier model tore through three consecutive five-hour usage windows, the rolling quota Claude enforces before a ses…
Databricks Workflows vs Airflow vs Dagster: Picking an Orchestrator
Every data team eventually asks the same question: what runs our pipelines, on what schedule, with what retry logic, and who gets paged when it fail…
CrewAI: Orchestrate a Team of AI Agents Like a Pro
Why CrewAI? Building a team of specialized agents is complex. CrewAI makes it simple. Think of CrewAI as a project manager for your AI team. Core Co…
Multi-Agent Coordination Is Failing In Production: Why Infrastructure Matters
Multi-Agent Coordination Is Failing In Production: Why Infrastructure Matters You have two agents. Agent A analyzes customer data. Agent B generates…
Subagents в Claude Code
Claude Code быстро упирается не в возможности модели, а в контекст: чем больше файлов, планов и правок попадает в одну…