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Watch and read the way the systems actually work.
Courses pair short videos with the written argument and the diagrams. Briefings are one-off walkthroughs.
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Why Does AI Need to Talk to Other Tools? | Tutorial Ch.1
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How APIs Work (The Classic Approach) | Tutorial Ch.2
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When to Use APIs, MCP, or Both | Tutorial Ch.5
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How AI Finds and Uses Tools on Its Own | Tutorial Ch.4
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What Is MCP and How Is It Different? | Tutorial Ch.3
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OpenAI's Deployment Company Is a Lock-In Machine, Not a Consulting Firm
OpenAI's $4B Deployment Company isn't consulting, it's the most aggressive vertical integration play in enterprise AI history. Here's what architects need to do before it's too late.
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Why Salesforce's Agent Platform Is Actually Genius Lock-In
Salesforce's Headless 360 is architecturally sound and directionally correct. It's also a masterclass in making your platform the one thing agents can never leave. Here's what enterprise architects need to do about it.
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The "Queryable Company" Is a Data Architecture Problem, Not a Startup Superpower
Diana Hu's AI-native company vision is the right destination, but the map runs through enterprise data architecture patterns, event sourcing, semantic layers, data contracts, that the startup world chronically underestimates.
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Agent Identity Patterns: Which One to Use, and When
I use a simple rule. Runtime identity for platform work, delegated access for user-owned systems, hybrid when one workflow crosses both, and shared keys as the shortcut to avoid.
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Decision Automation Needs Three Layers, Not One
Enterprise decision automation works best when deterministic logic, probabilistic signals, and language reasoning each do the part of the job they are actually good at.
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Why MCP Is a Trust-Boundary Problem
MCP makes tool use easier, but that does not make it neutral. Once an agent can discover tools, call systems, and move data across boundaries, access design becomes the real problem.
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What Every Agent Runtime Should Share
Teams often build their first agents one by one, then discover too late that every flow needs the same operational scaffolding. The runtime is where that shared foundation belongs.
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Why MCP Tool Access Does Not Replace Runtime Identity
I think of these as separate control layers. Runtime identity defines the workload, MCP defines the tool surface, delegated access handles user-owned systems, and target systems still enforce their own permissions.
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Stop Calling Every Workflow an Agent
A workflow that calls an LLM is not automatically an agent. The term should mean something operationally real, not just technically fashionable.
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Stop Calling Every Workflow an Agent
A workflow that calls an LLM is not automatically an agent. The term should mean something operationally real, not just technically fashionable.
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Google Just Shipped the Agent Mesh. Most People Missed It.
Google's Gemini Enterprise Agent Platform isn't a rebrand, it's the first agent mesh for enterprise AI. Agent Identity, Registry, and Gateway solve the governance gap keeping agents out of production. The real story isn't the model. It's the infrastructure.