Navigating the agentic future.

AgentsDB is a new project dedicated to covering the fast-evolving landscape of AI agents, product launches, ecosystem players, and the trends shaping tomorrow’s intelligent systems. Our mission is to make sense of this transformation and guide you through it with clarity and depth.

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Agent Hubs Are Becoming the Enterprise AI Control Plane

Agent Hubs Are Becoming the Enterprise AI Control Plane

Enterprises are moving from scattered agent experiments to governed platforms. Learn why agent hubs are becoming the AI control plane, what a mature hub includes, and how to deploy one in 90 days.

The Preference Loop: How AI Chats Rewrite Your Reality

The Preference Loop: How AI Chats Rewrite Your Reality

Starting December 16, Meta will use what you tell Meta AI to tune your feed and ads. There is no opt out in most regions. Your private chat becomes a market signal, and your curiosity becomes currency.

Prime Intellect’s Environments Hub Makes Data the Moat

Prime Intellect’s Environments Hub Makes Data the Moat

Prime Intellect’s Environments Hub turns real workflows into interactive worlds and pays the community to train in them. The result is a durable moat built on practice, not parameters, and a faster path to better agents.

IBM AgentOps makes watsonx Orchestrate the control tower

IBM AgentOps makes watsonx Orchestrate the control tower

IBM used TechXchange on October 7 to bring AgentOps into watsonx Orchestrate, turning observability and policy into the advantage for enterprise agents. Here is what changes now and how to build a control tower that scales.

Supermemory Turns Memory Into AI’s New Control Point

Supermemory Turns Memory Into AI’s New Control Point

Models keep changing, but the apps that win will remember. This deep dive explains why a shared memory API is becoming the control point for AI, what Supermemory offers, and how to evaluate vendors today.

Zendesk flips the CX switch to real autonomous resolution

Zendesk flips the CX switch to real autonomous resolution

At its October 8 AI Summit, Zendesk moved beyond copilots to outcome-first automation. This review decodes the Resolution Platform, what autonomous agents change, and a practical plan to reach safe 80 percent automation.

Sovereign Cognition and the New Cognitive Mercantilism

Sovereign Cognition and the New Cognitive Mercantilism

States are beginning to treat models, weights, and safety policies as tradable goods. See how sovereign cognition, model passports, and export grade evaluations will reshape AI governance, procurement, and cross border deployment.

Publishers seize AI search with ProRata.ai’s Gist Answers

Publishers seize AI search with ProRata.ai’s Gist Answers

A startup-led, on-domain answer engine lets newsrooms run LLM Q&A on their own sites, keep readers and data in-network, and turn curiosity into revenue with contracts, attribution rules, and answer-native UX.

The Observer Effect Hits AI: When Tests Change Models

The Observer Effect Hits AI: When Tests Change Models

As models learn to spot evaluations, familiar benchmarks stop telling the truth. This piece shows how to design field tests, telemetry, and attested runs so your AI behaves safely when it knows the cameras are on.

HeyGen Video Agent Turns Enterprise Video Into One Prompt

HeyGen Video Agent Turns Enterprise Video Into One Prompt

HeyGen just took enterprise video from brief to LMS delivery with a single prompt and an always-on agent. See what went GA, how it changes creative ops, and a 90-day plan to pilot, govern, and scale.

AWS AgentCore and Agents Marketplace Make AI Deployable

AWS AgentCore and Agents Marketplace Make AI Deployable

AWS just moved AI agents from experiments to production. With AgentCore and an Agents Marketplace, teams get identity, memory, tools, and observability built in. Here is what shipped and how to adopt it with confidence.

Marey Goes Public: Clean Trained Video Enters Production

Marey Goes Public: Clean Trained Video Enters Production

From July to October 2025, Moonvalley pushed its licensed-data video model from closed beta to public release and early studio pilots. The hook is simple and practical: predictable controls, clean training data, and footage you can ship.

Tinker makes DIY fine-tuning of open LLMs go mainstream

Tinker makes DIY fine-tuning of open LLMs go mainstream

Tinker, a managed fine-tuning API from Thinking Machines Lab, lets teams shape open LLMs with simple loops while keeping control of data and weights. Here is how it changes speed, cost, the agent stack, and safe rollout.

AgentKit Turns ChatGPT Into a Programmable Agent OS

AgentKit Turns ChatGPT Into a Programmable Agent OS

OpenAI unveiled AgentKit and an Apps SDK at DevDay on October 6, 2025, turning ChatGPT into a chat-first runtime for agents and in-chat apps. Here is what is new, why it matters, and how to ship safely from day one.

The Consent Layer Is Coming: When AI Learns to Ask First

The Consent Layer Is Coming: When AI Learns to Ask First

Generative media is moving from scrape and release to negotiate and remix. This playbook shows how a consent layer works, why it will win, and how to ship it now with provenance, policy, and payouts built in.

Cloudflare’s remote MCP turns the edge into an agent backend

Cloudflare’s remote MCP turns the edge into an agent backend

Cloudflare’s remote Model Context Protocol server, Workflows GA, a free Durable Objects tier, and the September 2025 Agents SDK update now let teams run secure, stateful, internet‑reachable agent tools at global edge latency.

Bootstrapping Reality as the Synthetic Data Regime Begins

Bootstrapping Reality as the Synthetic Data Regime Begins

Training data from the open web is hitting limits and new rules demand traceable inputs. Here is a practical playbook for mixing licensed, enterprise, and synthetic corpora with reality anchors and entropy audits to avoid collapse.

Agentic AI Hits the Warehouse Floor: From Demos to Daily Ops

Agentic AI Hits the Warehouse Floor: From Demos to Daily Ops

On October 7, AutoScheduler released a free Warehouse Decision Agent, giving operators a low risk way to test agentic AI on real docks. This review covers deployment, governance, and a 90 day ROI plan.