Dev Digest — March 25, 2026

🔥 HOT RELEASES

AgentScope — Full Agent-Oriented Programming Framework China's Alibaba DAMO Academy (the Qwen team) released a comprehensive Python framework for building multi-agent systems. Features visual agent design, native MCP tool support, built-in memory, RAG pipelines, and reasoning modules. Not a wrapper — a ground-up architecture for agent coordination. Apache 2.0. 🔗 X: https://x.com/hasantoxr/status/2036531659378663490

Google TurboQuant — 6x LLM Cache Compression Google released TurboQuant, a new compression method that cuts LLM cache memory by at least 6x and delivers ~8x speedups without sacrificing quality. Could make local AI inference significantly more capable with larger context windows on consumer hardware. 🔗 X: https://x.com/StockSavvyShay/status/2036767992797958203

Figma MCP Tool — AI Agents Design on Canvas Figma now supports AI agents designing directly on the Figma canvas via the new use_figma MCP tool. Automate design tasks, generate ideas, and collaborate with AI without leaving Figma. 🔗 X: https://x.com/Abmankendrick/status/2036806719293050910

Granola Series C + MCP Expansion Granola (AI meeting notes) announced Team Spaces, an API, expanded MCP support, and enterprise features alongside their Series C funding. 🔗 X: https://x.com/meetgranola/status/2036807721635266633

Resend Hires Vercel/Auth0 Veteran Devtools email platform Resend brought on Trey Knowles as Founding AE — decade of GTM experience from Vercel, Auth0, Neo4j, and Laravel. Signal of serious growth phase. 🔗 X: https://x.com/resend/status/2036829358258864448

🧪 INTERESTING REPOS

Tiny TPU v2 — Open-Source TPU Design Full demo of a tiny TPU implementation, open-sourced with hardware design files. 🔗 X: https://x.com/kennykgguo/status/2036837462190776716 💻 GitHub: https://github.com/tiny-tpu-v2/tiny-tpu

Cadence — Scalable Workflow Platform Open-source distributed workflow execution engine (think Temporal's predecessor from Uber). 🔗 X: https://x.com/tom_doerr/status/2036752179625590955 💻 GitHub: https://github.com/cadence-workflow/cadence

SwiftUI Animations Collection Growing collection of SwiftUI loaders and animation components. Customizable, ready to drop into iOS projects. 🔗 X: https://x.com/Shubham_iosdev/status/2036543123422413247 💻 GitHub: https://github.com/Shubham0812/SwiftUI-Animations

ClaudeAgentOneClick — Deploy Claude Agent Fast One-command setup for a personal Claude agent with Telegram control, memory, and autonomous operation. Claude subscription + $4 VPS. 🔗 X: https://x.com/antpalkin/status/2036530667769503854 💻 GitHub: https://github.com/cvxv666/ClaudeAgentOneClick

TensorTrade — RL-Based Algorithmic Trading Python framework for building trading systems using reinforcement learning. 🔗 X: https://x.com/quantscience_/status/2036834550182019134

🎥 WORTH WATCHING

LangGraph Tutorial — Building Advanced AI Agent Systems Deep dive into building stateful multi-agent systems with LangGraph. 🔗 https://www.youtube.com/watch?v=1w5cCXlh7JQ 🔗 X: https://x.com/PythonPr/status/2036796492413895133

Microsoft AI Agents Course (Free) Comprehensive playlist covering MCP, Claude Code, APIs, Cursor, prompts, and OpenClaw. 🔗 https://youtube.com/watch?v=OhI005_aJkA&list=PLlrxD0HtieHgKcRjd5-8DT9TbwdlDO-OC 🔗 X: https://x.com/hasantoxr/status/2036720261551067541

Codex + Xcode Workflow for iOS Paul Solt's workflow for building iOS apps entirely with AI agents. 🔗 X: https://x.com/PaulSolt/status/2036871328431825080

💡 TECHNIQUES & IDEAS

Claude Code Loop Workflow Effective pattern: identify problem → fix → deploy 2 sub-agents to review → loop until sub-agents find no more issues. Ran 3 loops autonomously in ~20 min, catching bugs that would've been missed in manual review. 🔗 X: https://x.com/JJEnglert/status/2036645379299525039

Claude Code as a 4-Layer Engineering System Stop treating it as autocomplete. The real power: CLAUDE.md (persistent memory) → Skills (knowledge packs) → Hooks (guardrails) → Agents (parallel sub-agents). Most people skip the setup and wonder why output is mediocre. 🔗 X: https://x.com/RamSingh_369/status/2036819547911848134

x402 Protocol — Pay-Per-Use for AI Agents New protocol letting agents pay for capabilities mid-workflow instead of subscriptions or building from scratch. Third option between "pay monthly" and "build it yourself." 🔗 X: https://x.com/organ_danny/status/2036827697913958402

🔮 EMERGING TRENDS

The Agentic Web is Replacing the Browsable Web Google outlined new AI protocols (MCP, A2A, UCP). WebMCP will let agents use website functionality without rendering pixels. Biggest SEO paradigm shift since search engines were invented. 🔗 X: https://x.com/Marie_Haynes/status/2036843218889834502 📖 https://www.mariehaynes.com/why-googles-new-google-agent-is-the-biggest-mindset-shift-in-seo-history/

Claude's 52-Day Shipping Blitz In just 52 days, Anthropic shipped: new models, IDE integrations, MCP servers, agentic workflows, and enterprise tools. Pace that feels like an entire year's roadmap. 🔗 X: https://x.com/goyalshaliniuk/status/2036813108216496311

Vibe Coding Agencies Are Scaling Agencies using AI-first stacks (Lovable + Supabase + Stripe + Mixpanel) are shipping at 50-person dev shop velocity with small teams. The "vibe coding agency" model is becoming a real business category. 🔗 X: https://x.com/Jacobsklug/status/2036786452445741309

Full digest: https://digest.99.cooking