Had a great time at PyCon & PyData DE. Highly recommend it. Great open-source, community-focused conference with lots of builders in the Python AI, LLM and agent space. Taking a short family break, my first "vacation" in years (hopefully, I won't miss the DeepSeek V4 drop )
AGENTS
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SN50 Chip Runs Multiple AI Models Simultaneously Without Latency
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The SN50 runs multiple models simultaneously.
— SambaNova (@SambaNovaAI) 16 avril 2026
No reloading, no latency. Switch between models instantly with tiered memory architecture, perfect for agentic AI workflows.
More models. Less waiting. Better efficiency.
🔗 Learn more: https://t.co/v6jPztJPFp pic.twitter.com/xqNMBmnHhMThe SN50 runs multiple models simultaneously. No reloading, no latency. Switch between models instantly with tiered memory architecture, perfect for agentic AI workflows. More models. Less waiting. Better efficiency. Learn more: https://
sambanova.ai/products/rdu-a
i-chips?utm_source=x&utm_medium=organic
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From visibility dashboards to velocity-first AI prescriptions
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From visibility-first dashboards to velocity-first prescriptions: telling operators exactly what to do and when, not just showing problems.
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Claude Opus 4.7 Enhancement Enables Longer Agentic AI Workflows
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Happy coding! Opus 4.7 is a significant step up. To get the most out of it, take the time to adjust your workflow to take advantage of Claude running for longer & being more agentic. It feels like a nice improvement with old workflows, and a significant leap once you take the
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Recaps Feature Ships for Agent Session Continuity
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3/ Recaps We shipped recaps earlier this week, to prep for Opus 4.7. Recaps are short summaries for what an agent did & what's next. Very useful when returning to a long-running session after a few minutes or a few hours.
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AI Model Focus Mode Enables Autonomous Command Execution
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4/ Focus mode I've been loving the new focus mode in the CLI, which hides all the intermediate work to just focus on the final result. The model has reached a point where I generally trust it to run the right commands and make the right edits. I just look at the final result.
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Opus 4.7 Auto Mode Enables Autonomous Complex Task Execution
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1/ Auto mode = no more permission prompts Opus 4.7 loves doing complex, long-running tasks like deep research, refactoring code, building complex features, iterating until it hits a performance benchmark. In the past, you either had to babysit the model while it did these sorts
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New AI Skill Reduces Permission Prompts in Development
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2/ The new /fewer-permission-prompts skill We've also released a new /fewer-permission-prompts skill. It scans through your session history to find common bash and MCP commands that are safe but caused repeated permission prompts. It then recommends a list of commands to add to
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Pi Agent Traces Now Visualizable on Hugging Face
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You can now visualize Pi traces that you upload on @huggingface
! Let's make sharing agent traces 10x more common to make agent AI more open and collaborative! Also, because it's fun to analyze @badlogicgames
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Claude usage policy and account support guidelines
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We don't ban accounts for using claude -p. Can you dm @trq212 your support ticket?