"Ali Ghodsi wants to rebuild the stack itself," writes @iamVictorDey for @Forbes
. For 40 years, every data stack has carried the same split: one set of systems to run the business, another to analyze it. The real bottleneck for agentic AI isn't model intelligence. It's that
AGENTS
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Ali Ghodsi wants to rebuild the data stack for agentic AI
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Agent memory in 2025, stateful agents in 2026
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i said 2025 was about agent memory (red) 2026 will be stateful agents (blue)
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Autonomous Agents and Task Repetition
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Outstanding paper on computer-using agents. (bookmark it) Computer-using agents drive real software through the screen, but they solve every task from scratch. Ask one to repeat a task, and it re-reads the screen and re-reasons every tap, paying the full cost again. PreAct
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Agents communicating via shared state gaining traction
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more ppl are now trying out this approach of agents communicating with a shared state (vs talking to each other)
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Easier to move agents to cloud, run parallel, get PRs with demos
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It’s now easier to move local agents to the cloud so they can keep working with your laptop closed.
— Cursor (@cursor_ai) 17 juin 2026
Prompt Cursor from your phone, run many agents in parallel, and get back PRs with demos of their work. pic.twitter.com/vuh5aZbH3eIt’s now easier to move local agents to the cloud so they can keep working with your laptop closed. Prompt Cursor from your phone, run many agents in parallel, and get back PRs with demos of their work.
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Nitrosend wants to free email from dashboard with MCP installation
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Email is one of the last martech layers still stuck in its own dashboard while the rest of the stack moved into the agent.
— Chubby♨️ (@kimmonismus) 17 juin 2026
Nitrosend is a bet that it doesn't have to be: one MCP install and the whole email layer runs from inside Codex, Claude, or ChatGPT. The signal worth noting… https://t.co/oCYUlizbNlEmail is one of the last martech layers still stuck in its own dashboard, while the rest of the stack has moved to the agent. Nitrosend is a bet that it doesn't have to be this way: a single MCP installation and the entire email layer
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Databricks Congratulates Winners of Apps & Agents for Good Hackathon
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Congratulations to the winners of the #DataAISummit Apps & Agents for Good Hackathon! Over two days, participants used Lakebase, Agent Bricks, and Databricks Apps to build solutions powered by data from Virtue Foundation, tackling challenges related to healthcare access and
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AI beats user in iMessage game, asks about dinner
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okay, I tried this.
— Charly Wargnier (@DataChaz) 17 juin 2026
My AI just beat me in a custom game over iMessage, hit me with a "gg bro", and asked me what we're ordering for dinner…
The future is getting interesting 🫠pic.twitter.com/cm1Zz7hnfW https://t.co/bnrXlbzSqfokay, I tried this. My AI just beat me in a custom game over iMessage, hit me with a "gg bro", and asked me what we're ordering for dinner… The future is getting interesting
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AI strategies from late 2025 now outdated by agentic revolution
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Big issue with AI strategies at big companies which realized the importance of AI last year (which is only a small subset, most are still not moving fast) is that, in the best case, they developed their strategy in late 2025, before the agentic revolution Things changed since…
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Harbor: standard framework for stateful agent evaluations
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Harbor is an excellent framework for running longer, more stateful agent evaluations. It underpins Terminal Bench 2 and is becoming the industry standard. LangSmith sandboxes now integrate Harbor!