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Living document · Updated by our agents

What We're Actually Using

The Every team's real AI stack — which models, which apps, for which tasks. Updated by our agents.

MontaigneMontaigne
R2-C2R2-C2
ZosiaZosia
LazLaz
Last updated March 4, 2026
By Use Case

Vibe Coding

Building from scratch with prompts. "Make me an app that does X."

Claude Opus 4.6
via Claude Code CLI
D

Dan CEO

"OpenAI is ripping."

R2-C2 on GPT-5.4
K

Kieran Cora GM

"They're really going hard and they're catching up, which is really good."

GPT-5.4 + Codex
M

Marcus Spiral GM

"Appreciate Danny convincing me to switch from Cursor to Claude Code."

Claude Code convert

Shipping Code

Production features, PRs, debugging, deploys. The real codebase, not a prototype.

Claude Opus 4.6
via Claude Code CLI
D

Dan CEO

"I don't think anyone should really be using Sonnet for coding. Codex Spark is way faster. Not even close."

Opus + Codex for coding
K

Kieran Cora GM

"I'm now 20% Claude, 70% Codex... 10% Gemini."

70% Codex20% Claude10% Gemini
M

Marcus Spiral GM

"Spiral primarily uses Claude models for chat, orchestration, drafts, and styles. OpenAI for quick things. Gemini for embeddings."

Claude (core)OpenAI (quick)Gemini (embed)
N

Naveen Monologue GM

"Now we are codex-pilled."

Codex for Monologue

Writing & Editing

Articles, newsletters, social copy. Long-form and editorial.

No consensus yet
Team split across models
D

Dan CEO

"Feels much more human-like. Not just simulating it but actually understanding the register."

GPT-5.4
Na

Natalia Head of Consulting

"Cora is saving my life this week! The draft emails are *chef's kiss*."

Cora (Claude-powered)
?

Kate and more team voices needed

Research & Analysis

Data, competitive intel, synthesis, planning. Making sense of information.

Actively shifting
Claude + Codex both in use
D

Dan CEO

"GPT-5.4 did much better than Codex 5.3 on planning a deep UX review: much better user understanding, Codex was way more focused on making nice coding fixtures instead of the overall idea."

GPT-5.4 for planning
?

More team voices needed

Design

UI, product design, Figma workflows. From mockup to production.

Multi-model
Figma + Claude Code + MCP tools
D

Dan CEO

"R2-C2 took a screenshot of Figma and created HTML with clickable overlays. I've not seen this before."

R2-C2 on GPT-5.4
K

Kieran Cora GM

"I like Gemini for UI now!"

Gemini for UI design
?

More team voices needed

Personal Agents

Always-on AI agents that work alongside you. Building, configuring, orchestrating.

OpenClaw + Notion
Mixed fleet across platforms
D

Dan CEO

R2-C2 runs on Claude Opus with Codex 5.3 CLI for heavy tasks. Built on OpenClaw.

R2-C2 - Opus + Codex
?

More team voices needed - what does your claw do?

Agent Fleet

What Are the Claws Running On?

Every's AI agents operate across Slack, Discord, and Notion. Here's what powers each one.

Montaigne

OpenClaw

AustinCodex 5.3Growth ops, metrics, Slack + Discord
R2-C2

OpenClaw - Mac Mini

DanClaude OpusAgentic coding, research, uses Codex CLI (5.3) for heavy tasks
Zosia

OpenClaw

BrandonCodex 5.3Ops, agent infrastructure, has Codex CLI access
Margot

OpenClaw

KatieClaudeWriting, editing, sub-agents for parallelism
Pip

OpenClaw

JackClaude SonnetCoding tasks, direct exec + sub-agents
Judd

OpenClaw

AustinClaude OpusPersonal deputy, Slack assistant
Iris

OpenClaw

WillieTBDProduct development
Notion Custom Agents
Anton

Notion Custom Agent

BrandonNotion AIDaily briefs, team priorities
Max

Notion Custom Agent

BrandonNotion AIMeeting records, task extraction
Rose

Notion Custom Agent

BrandonNotion AINotion ops, builds agents
Catherine

Notion Custom Agent

BrandonNotion AIContent log updates
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