how to deploy long horizon agents, and all the infra you need!
SOFTWARE
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Replit Agent Now Supports Mobile Apps and Slide Decks in Existing Projects
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You can now add a mobile app, slide deck, or animation to any web app you have built prior to Replit Agent 4.
— Replit ⠕ (@Replit) 20 avril 2026
Everything lives in the same project, with shared branding & data.
Just open your app and ask the Agent what you want to build. You also get $5 in credits to get… https://t.co/n0rx4H7SjiYou can now add a mobile app, slide deck, or animation to any web app you have built prior to Replit Agent 4. Everything lives in the same project, with shared branding & data. Just open your app and ask the Agent what you want to build. You also get $5 in credits to get
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AI Agents Will Become SaaS Users, Not Replace Workers
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counterintuitive things I believe about AI: SaaS is not dead, it will be stronger than ever The userbase for SaaS will 10x over the next 3 years because agents will become users Knowledge work will change dramatically, but everyone will still have jobs (except very specific
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Six Dimensions Aligning Data Science Success Framework
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Data Science works when 6 dimensions align: Goals (value, decisions)
Methods (stats, ML/DL, A/B, viz)
People (DS+ML+Biz+Domain)
Processes (collect→clean→train→deploy→monitor)
Tech (Python/R, TF/PyTorch, cloud, SQL/NoSQL, BI)
Culture (collab, ethics, learning, -
DeepAgents Deploy: Production-Ready Agent Deployment Platform
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Things don’t always go to plan when bringing agents into production. ‘deepagents deploy’ is purpose-built around the challenges teams face when deploying. Every infrastructural consideration is mapped to a purpose-built runtime capability. No need to rebuild components from
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Vibe coded a Dark Reader extension inside SuperLevels extension
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It's so easy, vibe coded a Dark Reader extension inside my SuperLevels extension!
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Local vs Top-Tier Models: Balancing Task Efficiency and Data Security
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I use both! Some tasks (crons) work great with locals, some need top tier models. It limits my server/data exposure footprint. I fully understand that it's not perfect, but it's a good step in the right direction.
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Lakeflow Connect Launches Free Tier with 30+ Data Connectors
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Lakeflow Connect now includes a Free Tier, featuring:
– 30+ Built-in Connectors: Seamlessly ingest data from SaaS apps and databases
– 100 Free DBUs Daily: Every workspace can ingest up to ~100M records/day at no cost
– Unified Governance: Full lineage and security via Unity -
Post by @levelsio: Vibe coded 3 extensions into one super extension SuperLevels
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Okay it's been 18 minutes and I've now vibe coded and replaced 3 more extensions and made it all into one super extension called SuperLevels It has a Tab Cleaner, auto closes tabs after inactivity (with host-based exclusions) Cookie Editor, lets you nuke all cookies
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NVIDIA’s Self-Evolving Logic Synthesis Framework with Multi-Agent LLMs
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NEW paper from NVIDIA. EDA tools like ABC have been hand-tuned by humans for decades. New research from NVIDIA shows they can evolve themselves. The work introduces the first self-evolving logic synthesis framework: multi-agent LLMs autonomously refine the entire ABC codebase,