@Lyft accelerated agent development from 6 months to just a few weeks with LangGraph and LangSmith. Hallucinations decreased by 20% AI Resolution rate up by 16%
TOOLS
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Lyft’s AI Assist: How Ops Teams Ship Agents and Iterate with Prompts
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Today, Ops teams, VoC leads, and PMs are now writing prompts, shipping agents, and iterating. No MLEs required. Read @Lyft
’s guest blog to see how they improved AI Assist, why they treated prompts like product specs rather than code comments, + what’s next. -
LangSmith Engine Automates AI Agent Improvement Cycles
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Improving your agent has been a manual process of:
— LangChain (@LangChain) 27 mai 2026
✅ Reading traces
✅ Looking for patterns
✅ Writing evals
✅ Creating fixes
Now, LangSmith Engine runs that cycle for you. pic.twitter.com/YsFn37mtA3Improving your agent has been a manual process of: Reading traces Looking for patterns Writing evals Creating fixes Now, LangSmith Engine runs that cycle for you.
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Highly rated new book on generative AI applications with LLMOps
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Highly rated new book from @PacktPublishing @PacktDataML … "Architecting Generative AI Applications: Build, deploy, and scale production-ready GenAI systems with LLMOps best practices" See it at https://
amzn.to/3Pv4dyF -
Ruflo Transforms Claude Code into Multi-Agent System
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One command just turned Claude Code into 100 agents that learn. Claude Code is powerful, but it runs as a single agent. No shared memory, no parallel delegation, no cross-task coordination. Ruflo, formerly claude-flow, fixes that with one command. A single npx init spins
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Krea 2 API release with platform and agent support
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today, we're releasing the API for Krea 2.
— Krea (@krea_ai) 27 mai 2026
now available in platforms like @fal or @ComfyUI, through agents like Hermes from @NousResearch, and with full support for Claude, Codex, or OpenClaw.
learn how you can set it up 👇 pic.twitter.com/R4jdyyTxQktoday, we're releasing the API for Krea 2. now available in platforms like @fal or @ComfyUI
, through agents like Hermes from @NousResearch
, and with full support for Claude, Codex, or OpenClaw. learn how you can set it up -
Akshay Pachaar’s 47-minute walkthrough on building autonomous agents
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Okay.. @akshay_pachaar’s Hermes article was already top-tier, but his new 47-minute walkthrough is INSANE 🤯
— Charly Wargnier (@DataChaz) 27 mai 2026
Skip Netflix, grab a coffee, and watch this masterclass on how to build self-improving, 24/7 autonomous agents locally on your machine 👀↓pic.twitter.com/AClp9LOocn https://t.co/YVecaPzsb1Okay.. @akshay_pachaar
’s Hermes article was already top-tier, but his new 47-minute walkthrough is INSANE Skip Netflix, grab a coffee, and watch this masterclass on how to build self-improving, 24/7 autonomous agents locally on your machine ↓ -
ChatGPT Image Recreation Prompt Engineering Experiment
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ChatGPT pidió 74 veces que “recreara perfectamente esta imagen, sin cambios” pic.twitter.com/Vf44smKm8y
— SONIA (@S0N_IA_) 27 mai 2026ChatGPT asked 74 times to “perfectly recreate this image, without changes”
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Lovable Integrates with Databricks for Natural Language Apps
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❤️ @Lovable now integrates with Databricks, providing a natural language interface that allows anyone, regardless of technical skills, to build live applications that can read and write data stored in Databricks.
— Databricks (@databricks) 27 mai 2026
See how teams can build dashboards, operational tools, internal… pic.twitter.com/HlVEwkbtyd@Lovable now integrates with Databricks, providing a natural language interface that allows anyone, regardless of technical skills, to build live applications that can read and write data stored in Databricks. See how teams can build dashboards, operational tools, internal
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Deep Agents v0.6 Introduces Delta Channels for 100x Checkpoint Storage Reduction
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Deep Agents v0.6 brings Delta channels, reducing checkpoint storage by up to 100x for long-running agents, without sacrificing observability or resilience. Here’s a 200-turn coding agent session.
Without Delta Channels: 5.3GB of checkpoint storage
With Delta Channels: 129mb