https://carlosarias.com/ Agentic AI & Automation Engineer building autonomous software, AI agents, and intelligent business systems. en-us https://carlosarias.com/blog/open-weight-vs-proprietary-automation-strategy https://carlosarias.com/blog/open-weight-vs-proprietary-automation-strategy Thu, 06 Aug 2026 00:00:00 GMT A decision framework for open-weight AI models in enterprise automation strategy — weighing cost at scale, data residency, capability, and export risk. https://carlosarias.com/blog/ai-native-cloud-infrastructure-agent-workloads https://carlosarias.com/blog/ai-native-cloud-infrastructure-agent-workloads Wed, 05 Aug 2026 00:00:00 GMT AI-native cloud infrastructure for agent workloads is becoming its own category — why bursty, long-running agents break legacy cloud primitives. https://carlosarias.com/blog/ai-agents-customer-discovery-automation https://carlosarias.com/blog/ai-agents-customer-discovery-automation Tue, 04 Aug 2026 00:00:00 GMT AI agents customer discovery automation hit a milestone as Listen Labs raised $69M. A framework for judging whether it can scale your interviews. https://carlosarias.com/blog/agentic-websites-are-the-future https://carlosarias.com/blog/agentic-websites-are-the-future Sun, 02 Aug 2026 00:00:00 GMT Agentic websites are the future — research, writing, SEO gating, QA, and self-repair, unattended. Two live deployments, and what I'm opening next. https://carlosarias.com/blog/multi-agent-orchestration-production https://carlosarias.com/blog/multi-agent-orchestration-production Sat, 01 Aug 2026 00:00:00 GMT Five multi-agent orchestration patterns shipping in production in 2026 (fan-out, pipeline, supervisor, swarm, debate) — and why most never ship. https://carlosarias.com/blog/autonomous-agents-vs-rpa https://carlosarias.com/blog/autonomous-agents-vs-rpa Wed, 29 Jul 2026 00:00:00 GMT How to triage your existing RPA stack before the vendor roadmap forces the decision — where autonomous AI agents vs RPA breaks down by use case. https://carlosarias.com/blog/ai-agent-build-buy-automate https://carlosarias.com/blog/ai-agent-build-buy-automate Tue, 28 Jul 2026 00:00:00 GMT A principled AI agent build vs buy decision framework — 7 diagnostic questions drawn from documented failure patterns, real cost data, and procurement post-mortems. https://carlosarias.com/blog/ai-automation-roi-business-case https://carlosarias.com/blog/ai-automation-roi-business-case Mon, 27 Jul 2026 00:00:00 GMT A board-ready AI automation ROI business case template built from published benchmarks — FTE savings model, payback period formula, and FinOps cost stack. https://carlosarias.com/blog/enterprise-saas-vendors-rebuilding-as-agents https://carlosarias.com/blog/enterprise-saas-vendors-rebuilding-as-agents Sun, 26 Jul 2026 00:00:00 GMT Enterprise SaaS vendors rebuilding as AI agents: what Salesforce Slackbot, Anthropic Cowork, and Microsoft Copilot actually shipped. https://carlosarias.com/blog/the-rise-of-agentic-websites https://carlosarias.com/blog/the-rise-of-agentic-websites Sun, 26 Jul 2026 00:00:00 GMT The rise of agentic websites is turning law firm sites from static brochures into autonomous systems that research, publish, and convert. Here is how. https://carlosarias.com/blog/ai-model-routing-production-automation https://carlosarias.com/blog/ai-model-routing-production-automation Sat, 25 Jul 2026 00:00:00 GMT A practical AI model routing automation pipeline pattern: match each subtask to the cheapest capable model using quality, speed, and cost heuristics. https://carlosarias.com/blog/opus-5-automation-stack-implications https://carlosarias.com/blog/opus-5-automation-stack-implications Sat, 25 Jul 2026 00:00:00 GMT Anthropic Opus 5 business automation stacks: near-Fable intelligence at half the price, 85% fewer classifier interruptions — here is what changes. https://carlosarias.com/blog/ai-agent-containment-strategies https://carlosarias.com/blog/ai-agent-containment-strategies Fri, 24 Jul 2026 00:00:00 GMT The OpenAI ExploitGym breach defines AI agent containment strategies better than any safety framework. Here is the four-layer model it implies. https://carlosarias.com/blog/ai-agents-replacing-saas https://carlosarias.com/blog/ai-agents-replacing-saas Fri, 24 Jul 2026 00:00:00 GMT AI agents are replacing SaaS tools across CRM, support, and HR — erasing $2T in market cap. A category risk map for CTOs with multi-year contracts. https://carlosarias.com/blog/human-in-the-loop-ai-agents-enterprise https://carlosarias.com/blog/human-in-the-loop-ai-agents-enterprise Fri, 24 Jul 2026 00:00:00 GMT EU AI Act Article 14 is live. With only 21% of enterprises holding mature AI governance, here is a concrete human-in-the-loop AI agents framework CTOs can implement now. https://carlosarias.com/blog/langgraph-crewai-autogen-comparison https://carlosarias.com/blog/langgraph-crewai-autogen-comparison Fri, 24 Jul 2026 00:00:00 GMT An honest AI agent frameworks comparison 2026: LangGraph's control, CrewAI's speed, and what AutoGen's maintenance mode means before you commit.