ProBackend
AI Agents

AI Agents

Agentic systems, orchestration, MCP and autonomous tooling.

agent skill optimization3 days ago3 min

Beyond the Projection Booth: The Scarcity of IMAX 70mm Cinema

An analysis of the specialized logistics and limited availability of IMAX 70mm film theaters, framing theatrical scarcity as a core component of the Christopher Nolan experience.

agentic sre best practices3 days ago5 min

The AI That Judges AI Agents Has No Scorecard

Rubrik's CTO Dev Rishi announced at VB Transform 2026 that a second AI system now judges every action taken by Rubrik agents in real time, replacing human approval. The system uses semantic intent analysis rather than rigid rules, but no accuracy benchmarks exist yet.

agent os and app replacement3 days ago5 min

Atlas Died. The Web Didn't.

OpenAI's Atlas retirement highlights a structural shift: visual-based browsing is a workaround, not a breakthrough. For AI agents to navigate the web, developers must return to semantic fundamentals.

agent os and app replacement4 days ago6 min

Oracle's Agentic Applications: The Shift from Systems of Record to Systems of Outcomes

Executive vice president Chris Leone explains how Oracle's agentic applications are transforming enterprise software, moving beyond traditional systems of record to actively drive business outcomes through autonomous agents that understand and operate within the enterprise system of record.

agentic ai infrastructure5 days ago4 min

Model Context Protocol (MCP) Evolves to Enable Stateless AI Agent Scaling

The Model Context Protocol is undergoing a foundational update to support scalable, load-balanced AI agent deployments by shifting from stateful to stateless session management.

agentic ai infrastructure5 days ago4 min

MCP's Stateless Upgrade Solves the Session Problem That Was Holding Back Enterprise AI

The Model Context Protocol (MCP), a core AI interoperability standard, is undergoing a significant update that changes how session IDs are handled. The new stateless approach will make it easier for AI agents to connect securely to enterprise systems like Gmail, Slack, and Salesforce.

agent os and app replacement5 days ago5 min

What If Getting a Loan in Mexico Was as Easy as Ordering a Burger on Your Phone?

An in-depth look at how Mexican fintech pioneer Crediclub shuttered its physical branches, migrated to a hybrid micro-latency Azure cloud ecosystem, and leveraged AI algorithms to scale credit and high-yield savings to millions of underbanked citizens, especially female entrepreneurs.

agentic data platforms5 days ago4 min

Block's Open-Source Buzz Platform Puts AI Agents and Humans in the Same Team Chat Room

Jack Dorsey's payments company Block has launched Buzz, a self-hostable, open-source workspace where AI agents share channels, code repos, and workflows alongside human teammates — positioning itself as a model-agnostic alternative to Slack and GitHub.

agentic data platforms5 days ago4 min

Agentic Data Platforms Are the Missing Layer Between AI Agents and Enterprise Reality

As companies deploy AI agents across scattered data landscapes, agentic data platforms emerge as the connective tissue that gives agents trusted access to structured and unstructured sources, shared business context, and governed guardrails—making the difference between agents that hallucinate and agents that act.

ai search visibility citation metrics6 days ago5 min

Bing's Citation Share, the llms.txt Reality Check, and What Agents Actually Want

Microsoft's new AI Citation Share in Bing Webmaster Tools, the declining relevance of llms.txt, and emerging agent specs like OKF and ARD are redefining how websites gain visibility in AI-driven search.

agent skill optimization1 week ago4 min

Google’s OKF and ARD: Two New Specs, One Web Layer, and Why SEOs Must Distinguish Them

A clear breakdown of Google's Open Knowledge Format (OKF) and Agentic Resource Discovery (ARD) — what they actually do, how they differ from LLMs.txt and MCP, and why treating them as 'AI SEO' is misleading.

agentic commerce shopping2 weeks ago5 min

Agentic Commerce Is Rewriting Google Ads — Here’s How to Adapt

AI agents are reshaping Google Ads as they shop and checkout for customers. Product feeds become bidding signals, Direct Offers opens a new paid surface inside AI Mode, and agentic checkout breaks attribution in two distinct ways.