Managing remote machines with Claude Code feels like science fiction made real. 🚀 Persistent sessions, SSH/MCP connectors, and AI that doesn’t just suggest—it orchestrates. A true game-changer for DevOps and beyond. #ClaudeCode# #AI# #DevOps#

AI self-evolution is undoubtedly the ultimate core of next-gen AI—and true evolution is fundamentally built on Long-Term Memory. 🧠 At EverMind, we believe every AI of the future must have long-term memory. If you want to build an AI that continuously adapts and unlocks a massive data flywheel, you need EverOS. ♾️ The update we’ve been polishing for ages is FINALLY live! 🚀 It's way more than just a product update—Methods, Benchmarks, Usecases, and a fresh site are all here. Here’s the breakdown: 👇 1️⃣ EverMemOS ➡️ EverOS: The ultimate one-stop shop. EverOS now empowers your Agents with self-evolution capabilities—just like Hermes Agent. Plus, we’ve added full multi-modal support. Use our Methods to customize Usecases into your own Agents, then benchmark to optimize them. It's the absolute all-in-one king. 👑 2️⃣ EvoAgentBench is LIVE & Open-Source: The perfect tool to test your custom Claude Code, OpenClaw, Hermes, or any Agent you throw at it. 📊 3️⃣ Brand New Website: Aesthetics matter. The new vibe, colors, and interactive experiences are absolutely off the charts. 🎨🔥 Dive in here: #EverOS# #AI# #AgentTools# #Harness# @Memory #OpenClaw# #Hermes# #ClaudeCode#

Claude Code is about to release a feature called /workflows that I think will be extremely significant. Especially for Enterprise AI. I talked about this in 2024 in a post called Companies Are Just Graphs of Algorithms. Basically the idea is that all work is just an algorithm, i.e., a series of steps to accomplish a goal. Skills and Cowork have been heading in this direction already, and we've seen what that's done to company valuations in various spaces. Well this is closer to the final form. It's turning the regular, expected work that's done in companies into pseudo-deterministic workflows that follow defined SOPs. The human role will be determining what problems to solve (taste, expeirence, etc), building new products from that, and then optimizing these workflows from above. But the work itself will be these workflows executed according to SOPs.

Claude Code can now self-improve with this plugin. Introducing claude-smart — an open-source plugin that helps Claude Code learn from every session. Memory helps Claude Code remember what happened. claude-smart helps Claude Code improve what it does next. Example: Claude Code runs `npm test` without `--run`, and the command hangs in your repo. Memory stores: “npm test kept hanging.” claude-smart learns: “When running tests in this repo, use `npm test -- --run` because default watch mode hangs.” claude-smart’s learnings are reusable and actionable, even across different projects. It can also reduce unnecessary planning iterations and token use by 70%+ on similar future tasks. Runs locally. 100% open source. No data is shared. Install: npx claude-smart install With Codex: npx claude-smart install --host codex GitHub:

claude code helping me index across 2.8b rows in a pg database. his method eta 7-10 days me: is there a faster way to do this? claude: yeah, we could drop the db, crawl the data another way, then merge the new table once complete.. eta 1-2 hours. ok to do? me: um, yes pls 🙄