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.
What's happening today?
Meta agents hit the stack: RUNSTACK unveils self-building OS
RUNSTACK introduced a meta agent platform that learns integrations and supervises fleets of task agents. Here is why A2A and MCP matter, how this differs from today’s bot builders, and the signals to watch before you adopt.
When AI Learns to Forget: Memory Becomes Product Strategy
AI teams are moving from hoarding data to designing what agents remember and forget on purpose. With new rules, legal holds, and licensed sources, controllable memory is becoming a product surface and a competitive edge.
The Memory Layer Moment: Mem0’s rise and what comes next
Mem0's October funding made persistent memory for agents feel like infrastructure. This article breaks down what a memory layer does, why MCP toolchains and agent clouds changed the game, and how to ship it safely.
When Software Gets a Passport: The Agent Identity Layer
AI agents are getting accounts, permissions, and audit trails. From Entra Agent ID to Bedrock AgentCore, identity becomes the keystone for safe autonomy with governance, budgets, and measurable ROI.
OpenAI AgentKit turns agent ideas into production reality
OpenAI’s AgentKit unifies Agent Builder, ChatKit, a Connector Registry, and upgraded Evals with reinforcement fine tuning to shrink agent deployment from weeks to days while adding governance, visibility, and control.
AI takes the mic: MeetGeek agents attend your meetings
MeetGeek has launched AI Voice Agents that join Zoom, Google Meet, and Microsoft Teams as real attendees. They speak, take turns, and update your CRM or ticketing tools in real time. This guide shows the ROI of a focused 30 day pilot.
Electrons Over Parameters: AI’s Grid Reckoning Begins
AI’s next bottleneck is electricity, not parameters. From fusion pilots and nuclear extensions to 800 volt direct current and demand response, the winners will treat power procurement as core product strategy.
Agent-to-Agent QA Arrives: LambdaTest Makes AI Testable
LambdaTest introduces an agent-to-agent testing platform that brings a reliability layer to AI. Multimodal scenarios, judge models, and cloud-parallel runs make chat, voice, and workflow agents dependable in production.
Agents Learn to Click: Interfaces Are the New Infrastructure
With agents that can operate the browser, the screen turns into a universal actuator. Gemini’s Computer Use and its tight Chrome integration signal a new stack where UI events, not APIs, drive automation at scale.
When the Browser Becomes the Agent: Comet vs ChatGPT Atlas
Two October launches put agents inside the browser. OpenAI’s ChatGPT Atlas adds a permissioned Agent Mode, while Perplexity’s Comet makes an AI helper free for all. See what changes for search, SEO, extensions, and your 2026 roadmap.
AP2 Arrives: Google’s open rails for agent-led checkout
Google’s Agent Payments Protocol debuts as open, interoperable rails for agent checkout. Learn how AP2 layers with A2A and MCP, why signed mandates matter, and a stepwise plan to ship pilots before peak season.
Compute Non‑Alignment: OpenAI’s Poly‑Cloud Breakout
OpenAI’s new poly cloud posture signals a break from single provider loyalty. Compute becomes a liquid market where jobs move for price, capacity, and safety. Here is why it matters, how it works, and what to do next.
Tinker’s Debut Signals Fine-Tuning’s Mainstream Moment
Tinker gives small teams lab-grade control of training loops on open-weight models while renting the heavy infrastructure. Here is why that shift matters, what to build first, how to evaluate safely, and a 90-day playbook.
The Protocol Pivot: AI’s Center of Gravity Is Moving
Vendors are rallying around open agent protocols that let systems discover, delegate, and audit across clouds. Here is why the center of AI is moving from single models to networked messages and how to ship a protocol-native workflow now.
APIs Go Agent First: Theneo's Cursor for Your API
Theneo launches an AI-native API editor that treats agents as the primary user. With AI-readiness scoring, one-click MCP export, and BYOK privacy, teams can ship agent-usable endpoints and gate them in CI.
GitHub Agent HQ: Mission Control for the Coding Agent Era
GitHub reframes the repository as mission control for coding agents. With Agent HQ, AGENTS.md, a native MCP tool registry, and third party agent support, teams can orchestrate, govern, and measure software work at scale.
A Whisper On Your Finger: Sandbar’s Stream Ring Arrives
Sandbar’s Stream Ring puts a whisper ready assistant on your finger. Here is why a ring can beat pendants, how hardware and models must be co designed, and what this shift means for developers and users in 2026.
Agentforce 360 Makes Enterprise Agents Finally Real
Salesforce just moved enterprise agents from slideware to production with Agentforce 360. See how marketplace components, outcome pricing, resilient operations, and native entry points add up, plus a 90-day plan you can run.

















