Third-party credentials that certify agent behavioral characteristics are emerging as a practical governance layer for enterprise AI deployment. Here is what the framework looks like and why it matters.
A practical comparison of linear pipelines, DAGs, state machines, and LangGraph Send patterns for building robust agentic workflows — with guidance on choosing the right model for your use case.
Anthropic donated the Model Context Protocol to the Agentic AI Foundation (AAIF) under the Linux Foundation umbrella — marking the fastest standardization of an AI infrastructure protocol in history. Here is how it happened and what it means for the ecosystem.
The best engineers in 2026 are not writing more code—they are orchestrating agents that write code for them. A look at the mental models, tools, and practices that define the orchestrator developer.
Should AI agents reason through an explicit model of their environment, or rely on the implicit world knowledge baked into large language models? The debate is shaping how next-generation agents are built.
Analyst projections put the agentic AI market at $52 billion by 2030. Rigorous analysis of what those projections actually assume, where they are well-founded, and where they require healthy skepticism.
Amazon Bedrock AgentCore is AWS making a direct play for the agentic AI infrastructure market. Here is what it offers, where it falls short, and why the cloud-vs-desktop debate is more nuanced than either side admits.
Modern AI coding tools are moving beyond reading source files to understanding commit history, PR patterns, architectural decisions, and team conventions. Here is what repository intelligence actually means and why it matters.
Why stuffing hundreds of tool definitions into an agent context window breaks down, and how semantic tool retrieval at query time enables agents to operate effectively over thousands of functions.
AI agents that cannot retain and build on past experience hit a hard ceiling on usefulness. Here is the research on continual learning and how modern agent memory architectures address the forgetting problem.
ERP vendors are embedding native AI agents that can close books, reconcile accounts, and process invoices without human intervention. What touchless financial operations actually look like in practice.
Cognition acquiring Windsurf is more than a consolidation play. It reveals a fundamental strategic question dividing the AI coding tools market: should agents live inside your editor, or operate independently of it?
