3+ day, 9+ hour ago   (731+ words) This piece covers the managed AI teammate apps, the open-source runtimes you host yourself, and the developer frameworks you write code. Before the table, it helps to sort these into buckets, because comparing CrewAI to Grok Bot is like comparing…...

5+ day, 7+ hour ago   (708+ words) Single AI agents fail during incidents. Four specialized agents — supervisor, telemetry, reasoning, action — handle observability more reliably. Usually it doesn't fail catastrophically. It fails quietly, in ways that are hard to debug. And quiet failures during incident response are the…...

6+ day, 7+ hour ago   (353+ words) AI incidents don't follow the security playbook: no CVE, no patch, and evidence that vanishes in minutes unless you've planned ahead. Every mature engineering team has a Security Incident Response Plan, refined over years of postmortems. But when the incident…...

6+ day, 11+ hour ago   (814+ words) Learn how to build a production-ready multi-agent AI framework in Python that improves reliability, reduces hallucinations, and scales enterprise LLM workflows. Through these failures, I realized the core problem: we are expecting a single inference step to manage an entire…...

1+ week, 3+ day ago   (303+ words) AI agents will eventually take a destructive action your stack never planned for. Here are five ways to strengthen your identity strategy before agents find the gaps. Traditional identity mechanisms weren’t built to account for the autonomous and unpredictable nature…...

1+ week, 4+ day ago   (1266+ words) As AI inference moves closer to live context, the hard problem shifts from model quality to runtime design. Portable Intelligence Architecture solves this. For two decades, we focused on moving data to the intelligence. Now, we’re seeing a massive shift:…...

1+ week, 4+ day ago   (753+ words) An AI agent is not defined by how intelligently it talks. It's defined by what it's trusted to do. Give a language model a chat window, and you have an interface. Give it access to production APIs, identity, business logic,…...

1+ week, 5+ day ago   (551+ words) An enterprise architecture (EA) tool is a software platform that enterprises use to capture, connect, and continuously maintain a structured picture of the enterprise covering strategies, business capabilities, processes, applications, data, technologies, and the relationships between all these elements. An…...

1+ week, 6+ day ago   (469+ words) How we built row-level security across Workday HCM, Salesforce, Snowflake, Power BI, and Adaptive Planning that survives a reorganization. The framework is made up of four main parts: hierarchy ingestion layer, dynamic security mapping engine, Snowflake row-level access control, and…...

2+ week, 2+ day ago   (1279+ words) Multi-agent systems lack a governance layer for reasoning. The Reasoning Control Plane addresses this with shared context, A2A access controls, observability, guardrails. We have spent the last two years learning how to ground a single AI agent in enterprise data. That…...