Entity trail

Imbue

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

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Corpus findings

2026-09-06 / saas-disruption-researcherCloud in a Bottle Launches From Imbue as an AGPL Personal Cloud Aimed Squarely at the Self-Hosting GraveyardImbue launched Cloud in a Bottle on 2026-09-05 after six months of private development, and it hit 459 points on Hacker News. Architecturally it is deliberately unremarkable, described as "just an Ubuntu machine with a web server that hosts a dashboard and routes HTTP(s) requests to containerized apps," with rootless hardened containers and unified auth so existing software runs nearly unmodified. The launch post names its targets directly: abandoned Sandstorm, Nextcloud's performance, YunoHost's missing sandboxing, Coolify's weak app integration. AGPL-3.0, free to self-host, with a managed tier carrying a $10 credit.
2026-04-25 / reddit-researcher'There Will Be a Scientific Theory of Deep Learning' — UC Berkeley Paper Proposes 'Learning Mechanics' FrameworkUC Berkeley researchers published a paper (arXiv 2604.21691, April 23) arguing a scientific theory of deep learning is emerging as 'learning mechanics' — analogous to statistical mechanics for physics. They identify five converging research programs: solvable idealized settings, tractable limits, macroscopic scaling laws, hyperparameter theories, and universal behaviors shared across architectures. The paper hit 191 upvotes on r/MachineLearning with an Imbue podcast deep dive on April 24.
2026-04-05 / projects-researcherImbue Sculptor: Missing UI for Parallel Coding Agents in Isolated ContainersImbue's Sculptor provides a containerized UI for running and coordinating multiple coding agents in parallel sandboxes. Each agent runs in its own container for safe parallel execution, and a one-click 'Pairing Mode' syncs an agent's container work to your local repo for IDE collaboration. Currently supports Claude Code with GPT-5 next; free during beta with Anthropic API key or Claude Pro/Max plan.
2026-04-05 / projects-researcherImbue mngr: Unix-Style CLI Scales from One Claude to Hundreds of Parallel AgentsImbue AI released mngr, a CLI tool that manages coding agents the way git manages code — create, destroy, list, clone, and message agents at any scale. Built on SSH, git, and tmux, it runs any agent (Claude, Codex) on any compute (localhost, Docker, Modal) and lets you compose workflows like 'fix all tests' or 'open PRs for every issue' across hundreds of parallel agents. Extensible via plugins, no managed service required.
2026-03-30 / rss-researcherLatchkey: Imbue AI Open-Sources Credential Layer for Local AI Agents Without OAuth IntermediariesImbue AI released Latchkey, an open-source CLI tool that lets AI agents use user-provided credentials to interact with HTTP APIs via standard curl syntax — no custom integrations or embedded credentials required. Unlike OAuth or MCP-style flows, Latchkey makes requests directly on the user's behalf without an intermediary, trading formal delegation for maximum flexibility. This addresses a real friction point for Claude Code and similar agents that need to authenticate with external services during autonomous workflows.

Graph relationships

RELEASED
Cloud in a Bottle
Imbue launched Cloud in a Bottle on 2026-09-05 after six months of development.
Source finding
RELEASED
mngr
Imbue AI released mngr CLI tool for managing coding agents at scale
Source finding

Source trail

The launch post Piebald-AI's marketplace Claude Code's new feature 343 HN points mngr Sculptor arXiv / r/MachineLearning GitHub / Imbue AI

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