Persistent Storage

A Base44 user reports that a one-paragraph prompt produced a live CRM with authentication, persistent data, and a custom domain. They later added email follow-up reminders through another prompt.

MUZIM opened a public beta that searches photos, videos, and documents in plain language across local and cloud storage. It can find a moment within a video and group near-duplicate files such as burst shots.

Cursor’s Origin hosts repositories, reviews pull requests, runs agents, and deploys through Vercel. GitHub repositories can sync while GitHub remains the source of truth.

Tutorials and user reports show Grok Bot handling web research, inbox cleanup, travel planning, and game installation through a persistent cloud computer. The trade-off is a focused, responsive experience against lower flexibility, a reported $200 monthly starting price, and lag during gameplay.

Graft scans a repo into linked markdown and plugs into Claude Code hooks so the agent can reuse codebase context. Its 162-run benchmark claims 46% fewer tool calls, up to 4x fewer tokens, and 60% less time.

Creator demos show Agent Two carrying character sheets, locations, scripts, images, video, and audio through a one-minute sci-fi sequence. The stated goal is less re-explaining between shots and more continuity across scenes.

Peter Yang shared Jason Liu’s workflow for mining past sessions into skills, adding a /write-like-me skill, pinning durable threads, importing browser sign-ins, and bundling related skills as plugins. One example edited a launch video from Slack feedback.

Creators built hosted ChatGPT Sites from prompts, including a GeoGuessr-style game with ChatGPT auth, secure key storage, Google Maps keys, OpenRouter opponents, and budget limits. Another site used ChatGPT Images for a math game UI.

Levelsio exported diet logs from Claude chat into Claude Code on a VPS, then built Caltrack with Telegram, SSH entry, database memory, and Grok vision food scanning. The case turned failed chat memory into a persistent app.

Creator threads and Anthropic interviews documented Claude Code setups that run on VPS instances, stay reachable from phones, and keep working overnight. The setup matters because coding, deployment, and review can happen inside one persistent environment instead of a local machine session.

levelsio said he now ships directly on production VPSes with Claude Code, backed by 3-2-1 backups and almost no dependencies. The thread ties a vanilla PHP, JS, and SQLite stack to two brief outages in a year, so lower complexity may keep AI-assisted bugs manageable.

Holaboss launched holaOS Beta 0.1 with permanent workspaces, sub-agents, and a dashboard for recurring tasks and review loops. Use it if you want persistent project memory instead of reset-every-run agent chats, though the evidence is mostly launch-thread documentation.

Creators documented running Claude Code on always-on VPS setups with SSH, mosh/tmux, and /resume so sessions survive laptop sleep. It cuts battery drain and lost progress, but image paste and remote file handoffs still feel clunky.

New Hermes Agent and Claude Code playbooks mapped memory, skills, soul, crons, and nightly GitHub sync into repeatable personal-OS setups. The guides push agent workflows into daily content and admin tasks while surfacing security and stale-memory failure modes.

Anthropic introduced dreaming as a research preview in Claude Managed Agents alongside multiagent orchestration, rubric-based self-improvement, and webhook updates. Sub-agents now share a container and filesystem, so teams can coordinate longer-running work and manage memory across sessions.

A Hermes and Kimi hackathon build mapped a local filmmaking pipeline with prompt packets, browser workers, Syncthing handoff, image ranking, and taste memory. It matters because subscription-only tools can be folded into a reusable production loop, but the taste model is still early and creator-specific.

Cross-author demos showed Hermes using self-rewriting skill files, timeboxed subagents, and recurring brief workflows that improved over repeated runs. It matters because creators and vibe-coders can compound agent behavior across sessions, though the evidence still comes from user-run setups rather than a full official product brief.