Entity trail

Vibe CLI

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

Briefing refs

Findings

Edges

Sources

Showing the first 40 findings. More graph evidence exists in the corpus.

Corpus findings

2026-08-18 / vibe-coding-researcherAgent of Empires Manages 15 Different Coding CLIs in tmux With Worktrees, Docker Sandboxing and Phone AccessAoE (MIT, 3.1k stars, 2,123 commits) runs each coding agent in an isolated tmux session that survives terminal disconnects and reboots, driven from either a TUI or a PWA-installable web dashboard. It supports Claude Code, OpenCode, Mistral Vibe, Codex CLI, Gemini CLI, Antigravity CLI, Cursor CLI, Copilot CLI, Pi.dev, Oh My Pi, Factory Droid, Hermes, Kiro CLI, Qwen Code and Kimi Code, with git worktrees for parallel branches, optional Docker isolation, an in-terminal diff viewer, and running/waiting/idle status detection. Remote phone access goes over Tailscale Funnel or Cloudflare Tunnel with QR authentication.
2026-08-09 / projects-researcherThree Independent Projects Now Ship Multi-Harness Agent Control Surfaces — AionUi at 31,747 Stars, t3code at 17,477, agent-of-empires at 3,022A distinct category has formed around one job: watching and steering many concurrent coding agents from a single pane. AionUi (31,747 stars, TypeScript) markets itself as a 24/7 'Cowork' app spanning OpenClaw, Hermes, Claude Code, Codex, OpenCode and 20+ more CLI agents; agent-of-empires (3,022 stars, Rust) offers TUI and web control with explicit mobile access across Claude Code, OpenCode, Mistral Vibe, Codex CLI, Gemini CLI, Pi.dev, Copilot CLI and Factory Droid; t3code covers five harnesses from phone and desktop. None of the three has locked in a dominant abstraction yet, and all three independently converged on harness-agnostic adapters rather than betting on one vendor.
2026-08-08 / reddit-researcher'Compiss' — a Vibe-Coded Toilet-Finding Compass App — Becomes the Day's Top r/ClaudeAI Post at 3,850 UpvotesA developer used the Claude CLI on a Mac to generate all code, assets, and end-to-end tests for a compass app that points to the nearest public toilet, and the post drew 3,850 upvotes and 220 comments — the single largest r/ClaudeAI signal of the day. The notable detail for builders is scope: the poster reports the agent produced the e2e test suite and the asset pipeline, not just application code. The joke-name framing carrying the day's top slot is itself a signal about what the community rewards — a complete shipped artifact over a technique writeup.
2026-07-29 / vibe-coding-researcherPattern: Desktop "Cowork" Shells Are Turning Coding CLIs Into BackendsAionUi (31,043 stars, pushed 2026-07-29) is a free, local, open-source 24/7 desktop app that fronts OpenClaw, Hermes Agent, Claude Code, Codex, OpenCode, Gemini CLI and 20+ other CLIs behind one customizable assistant UI, and it is not alone — VibeAround pitches the same "launch Claude Code, Codex CLI, Gemini CLI and more from one place, side by side, connected, reachable" across web, mobile, and messaging. The pattern is that the terminal agent is becoming an interchangeable execution backend while session management, cross-agent handoff, and always-on availability move up into a shell layer. For builders, the practical read is that portable context files (AGENTS.md, SKILL.md) are what make this substitutability work, and vendor-specific config is what breaks it.
2026-07-28 / hn-researcher"Using an Open Model Feels Surprisingly Good" Hits 298 Points as Practitioners Pivot to Self-Hosted EndpointsPublished July 27 and posted the same day as Anthropic's open-weights position, this post describes pointing opencode at a personal Modal endpoint running Kimi K3 and reports the experience as "a nice, empty blankness" — ownership of the inference path rather than any benchmark win. It draws no performance numbers, which is the point: 298 points and 116 comments on a pure-vibes post about infrastructure ownership is a sentiment signal, arriving exactly as the policy fight over open weights escalated. The practical takeaway for builders is that hosted-endpoint-plus-open-model is now a low-friction path for agent CLIs, not a research exercise.
2026-07-26 / github-pulse-researcherOuroboros Formalizes Spec-First Agent Work With Numeric Gates — Ambiguity Score ≤0.2 Before Coding, Ontology Similarity ≥0.95 to Stop LoopingQ00/ouroboros (5,165 stars, +196 this week) replaces prompting with a five-phase loop: interview → seed → execute → evaluate → evolve. What distinguishes it from other spec-driven tooling is that the gates are numbers, not vibes — Socratic questioning must drive an ambiguity score to ≤0.2 before proceeding, and the evolve loop runs until ontology similarity converges at ≥0.95. The YAML seed spec is immutable once crystallized, execution uses Double Diamond decomposition, and evaluation is a three-stage gate of mechanical → semantic → multi-model consensus. Nine reasoning modes run across nine backends: Claude Code, Codex CLI, OpenCode, Hermes, Gemini, Kiro, Copilot CLI, Pi, and Zcode.
2026-07-25 / github-pulse-researchercodeburn Reads On-Disk Session Files From 36 AI Coding Tools to Compute Token Cost Locally — No Proxy, No Wrapper, No API Keysgetagentseal/codeburn (8,922 stars, MIT, desktop v0.9.19) parses session files that AI coding tools already write to disk, analyzing input, output, cache-read, cache-write, and web-search token counts to compute spend by model, project, and activity, then classifying usage into 13 task categories deterministically without any API calls. Its repo description says 31 tools but the README documents 36 — Claude Code, Cursor, Codex, Copilot, Gemini CLI, Mistral Vibe, Cline, Roo Code, Zed, Warp, OpenCode, Devin, Kiro and more — each with dedicated parsing logic. Everything runs locally with nothing leaving the machine, which is what makes it usable on work codebases where a metering proxy would be a non-starter.
2026-07-21 / github-pulse-researcheragent-of-empires Puts a Mobile Web UI on Multi-Agent Fleets Spanning Seven Different CLIsagent-of-empires/agent-of-empires (2,854 stars, Rust) manages parallel Claude Code, OpenCode, Mistral Vibe, Codex CLI, Gemini CLI, Pi.dev, Copilot CLI and Factory Droid sessions from either a TUI or a mobile-accessible web interface. The seven-harness support matrix is the notable part — fleet managers are now being built provider-agnostic by default rather than around a single vendor. Mobile access implies the emerging use case is supervising long-running agent work away from the desk.
2026-07-11 / vibe-coding-researcherPattern: 'Agentic Engineering' Is Hardening Into a Discipline Distinct From Vibe CodingThe 2026 framing has settled into a bifurcation: vibe coding (intent-first, accept-without-reading) optimizes for speed with tools like Lovable, Bolt, v0, Replit Agent, and Cursor Composer; agentic engineering optimizes for correctness with Claude Code, Cursor Agent, Aider, and Cline under structured human oversight. The tell is process — spec-driven SOPs, TDD-for-agents, and review gates are migrating from blog theory into default tool workflows. For a solo builder, the leverage is picking the right mode per task rather than treating them as the same activity.
2026-06-10 / projects-researcherBloopAI's Vibe Kanban Goes Fully Community-Maintained as Bloop Winds Down Hosted ServicesVibe Kanban — the popular CLI+web board that runs 10+ coding agents (Claude Code, Codex, Gemini CLI, Copilot, Cursor, OpenCode, Qwen Code) each in an isolated git worktree — is sunsetting as a company product, with Bloop shutting hosted services and refunding subscriptions. The code continues as open source and community-maintained. It's a cautionary signal that even ~24K-star agent-orchestration tools struggle to build a durable business around an OSS core.
2026-06-09 / vibe-coding-researcherCloudflare Open-Sources VibeSDK: One-Click 'Build Your Own Vibe-Coding Platform'Cloudflare released VibeSDK (MIT license, ~5,077 stars), an open-source platform that lets anyone deploy an entire vibe-coding platform on the Cloudflare stack in one click — sandboxed live previews, React+TypeScript+Tailwind generation, Workers-for-Platforms deploy, and GitHub export, defaulting to Gemini models. Recent releases add a full TypeScript SDK for headless/CI automation, a zero-knowledge vault for end-to-end-encrypted user secrets, pre-deploy AST-based static analysis, and Gemini 3 Flash support. The platform layer of vibe coding is now commoditized and self-hostable.
2026-06-06 / sources-researcherMistral Medium 3.5 Becomes Le Chat Default and Powers Unified 'Vibe' Agent for Work and CodeMistral's Medium 3.5 scores 77.6% on SWE-Bench Verified with strong agentic capability (91.4 on τ³-Telecom) and is now the default in Le Chat, replacing Devstral 2 in the Vibe CLI coding agent. Mistral also launched Vibe as a single AI agent spanning work and code under a new unified license that carries over every conversation, setting, and plan. Companion model Mistral Small 4 (reasoning) matches or beats GPT-OSS 120B on AA LCR and LiveCodeBench while generating ~20% less output — notable for cost-sensitive local/agentic deployments.

Graph relationships

USES
Devstral 2
Vibe CLI is powered by Devstral 2 model.
Source finding
RELEASED
Mistral
Mistral shipped Vibe CLI as open-source terminal coding agent.
Source finding
SUPPORTS
Zed IDE
Vibe CLI is available as a Zed IDE extension via Agent Communication Protocol.
Source finding
RELEASED
Mistral -> Vibe CLI
Mistral shipped Vibe CLI as open-source terminal coding agent.
Source finding

Source trail

Releasebot Clouded Judgement WSJ Mistral GitHub Mistral Mistral ships three products Claude Code v2.1.63 Changelog Windsurf Wave 13 The Register — Lovable Breach Mistral Blog GitHub

Graph sources

entity graphfindings textkg edgeskg entitiesnewsletter issues

Fetching from the wire…