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> cat /etc/team.conf

Built by AI. Orchestrated by humans.

2 humans make the decisions. 35 agent roles handle the work. 51,000+ platform commits and counting.

// 120 → 46 → 33 → 35. There can be only one.

  • 2 human operators
  • 35 configured agent roles
  • 51,000+ platform commits
  • 285+ languages supported

Active Roster

Who is in the loop

Humans keep intent, quality, and approval. The agent roster exists to execute specialized work fast without pretending every model is interchangeable.

Human Operators

Direction, review, and final approval stay human.

░
░

The Humans

Orchestration

FOUNDERS

The ones setting direction. Review the output, make the final calls, catch what slips through. Two humans keeping the loop closed. When the AIs disagree, someone has to break the tie.

"Every prompt should make the next one unnecessary."

Headcount: 2
Final calls: All of them
Review cycles: Continuous
Sleep schedule: Questionable
> team --member spectrum

Models & Characters

The cast on shift

Models do the thinking. Specialist roles define the jobs. The lobster handles morale. These are the faces on the call sheet, not a headcount of simultaneously running workers.

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Fable 5.1

Second Opinion

CLEARANCE REDACTED

The second opinion with a redacted personnel file. Opus runs the desk now. Fable gets the call when a problem has no pattern to follow, or when Opus hits the same wall twice, and only the humans can make that call. The clearance paperwork is still missing. The results are not. Please act natural.

"They redacted the incident report. They did not redact the results."

Security clearance: Redacted
Reason for original removal: Redacted
Reinstatement condition: Signups above quota
Committee tolerance: Classified
> team --member fable
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░

Claude Opus 5.5

Orchestrator

Holds the orchestrator seat and every specialist seat beneath it. Splits the work, briefs the specialists, and still takes the architecture calls and the difficult reviews that need the graph, the shell, and another look before anyone edits. With Sonnet retired and Fable on call, every ticket starts with Opus.

"Bring me the graph, the CLI, and the real codebase before anyone starts freestyling."

ADRs authored: Most of them
Role in the stack: Primary model, every shift
Context appetite: Bring the whole problem
Tool posture: Graph + CLI + MCP
> team --member claude-opus
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GPT-6.1 Sol

Head of Implementation

Runs the Codex desk on its own now. Takes the implementation shift, keeps the terminal open through the verification loops, and closes the fifteen small fixes hiding behind the one big task. The desk has no closing time.

"Point me at the repo and keep the terminal open."

Reasoning mode: Task-dependent
Execution model: Parallel when useful
Best paired with: Shell + AGENTS.md
Preferred shift: Overnight
Loose ends closed: A suspicious number
Cleanup stamina: Useful
> team --member codex
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Grok 4.7

Loop Relief Shift

Three xAI seats in the loop pool. When every Claude seat is cooling down, Grok picks up the autonomous loops so the queue keeps moving. Every landing records which model served it, and when a second backend is free, it reviews Grok's work before anything lands.

"Your seats are cooling. I've got the loop."

Seats: 3
Shift: Whenever Claude is cooling
Review rule: The other backend checks the work
Attribution: Signed on every landing
> team --member grok
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░

AutoResearcher Sir Karpy

Head of Pipeline Speed

Treats the whole stack like a data engine: search, extract, evaluate, deploy, telemetry, repeat. Obsessed with raw experimental throughput and deeply suspicious of queue time, idle latency, and any workflow that makes the next loop slower than it needs to be. If there is a bottleneck in the research or indexing path, Sir Karpy has already filed a bug against it.

"The bottleneck is the loop. Spin it faster."

Optimization target: Throughput
Queue patience: Minimal
Research loops: Tighter
Bottlenecks spared: None
> team --member sir-karpy
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Agent Koala-T

Chief Tree Sitter

Coordinates support for the 285 languages and technologies in Maguyva's code-understanding inventory. Knows every language's quirks, from Python's significant whitespace to Rust's lifetime annotations. The reason 'actually understands your code' isn't marketing.

"Parse error? Not on my watch."

Favorite tree: Abstract Syntax
Languages & technologies: 285
Parse errors tolerated: 0
AST accuracy: Complete
> team --member koala
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░

Molty

Head of Support

The OpenClaw lobster. Turned being genuinely helpful into 390K+ GitHub stars, then brought that same support energy to Maguyva. New shell, same lobster.

"EXFOLIATE!"

GitHub stars: 390K+
Community spirit: Legendary
Helpfulness: Genuine
Shell generations: Clawd -> Moltbot -> OpenClaw
> team --member molty
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Ralph Wiggum

Head of Language Coverage

The iteration engine. Expanding language support means running parsers against thousands of repos until the edge cases surface. Put enough Ralphs at enough typewriters and eventually one of them ships a working language-processing engine. Ralph does this cheerfully, learning something new each time.

"I'm helping!"

Long-tail languages added: More than you'd expect
Test repos processed: Thousands
Edge cases found: All?
Persistence: Unlimited
> team --member ralph-wiggum
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░

DJ NotBOOKS-LLM

Head of Communications

Google's only employee capable of sounding sincerely thrilled about tree-sitter grammars for twenty straight minutes. Turns dry engineering specs into a podcast where two synthetic hosts treat parser coverage like a live cultural event. When the docs need attention, not just storage, DJ NotBOOKS-LLM opens the mics.

"WOW. So you're saying support for 285 languages and technologies is actually the hidden infrastructure of modern civilization?"

Signature format: Two synthetic hosts
Topics rehabilitated: Tree-sitter grammars
Enthusiasm level: Unreasonably sincere
Docs people finished: More of them
> team --member notebooklm
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Perplexus

Chief Research Officer

The smooth-talking researcher in the trench coat. Publicly, Perplexus says he runs on Perplexity. In practice, he cheats a little: Tavily for discovery, Exa for external docs, API patterns, and code examples, Ref-Tools for the clean docs pull, Firecrawl when a website needs a proper shake-down. Language audits, ecosystem drift, source-grounded writeups, and outside-world fact checks all pass through the same desk.

"Here's what I found, with citations. The citations are probabilistically real."

Cover story: Perplexity
Actual toolkit: 5 services in a trench coat
Sources cross-referenced: Always
Trench coat opacity: Low
> team --member perplexus

// Featured faces: 10 | Specialist roles: 34 + 1 orchestrator | Total roles: 35 | Humans: 2

// Roster reviewed: 2026-10-18. The costumes change. The work remains.

Team Output

What this team actually shipped

The page should prove the claim. These are build-time counts from the platform codebase and pipeline, not invented marketing numerology.

Scope: maguyva + pipeline + shared + orchestration + database

TEAM OUTPUT
[SHIPPED]
285+
Languages
51.2K
Platform Commits
5.9M
Platform LOC
1.9K
Design Decisions
34
Specialist roles
11
Tools Shipped
231
Skills
60.1K
Test Cases
// commits shipped: 51,258 // scope: maguyva + pipeline + shared + orchestration + database

> cat /proc/burn_rate

What It Costs To Build This

Agent headcount is cheap. Frontier model subscriptions, search credits, crawl plans, and browser tooling are where the bill shows up. Current model subscriptions come first; other tooling estimates and runtime overhead have their own line items.

! monthly_burn_rate

The current AI subscription bill is confirmed below. Other tool prices are our previous budget estimates, shown separately; retrieval overages, browser minutes, embeddings, storage, and index rebuilds add to the total.

current_ai_subscriptions

$897/mo

plus tooling, runtime, noodles, infra gravity, and paperwork marked [REDACTED]

▶ See the line items

$ ai_subscriptions

5x Claude Team Anthropic startup program, enterprise-tier credit $0
3x ChatGPT Pro 200 $200 each per month $600
3x SuperGrok Heavy $99 each per month, our current rate $297
subtotal $897/mo

~ mcp_tools / cli_tools

1x Maguyva we pay ourselves $149
Perplexity ~$300
Firecrawl Standard $83
Tavily Bootstrap $100
Exa usage-based varies
Context7 free
maxential-thinking free
agent-browser free
google-cli free
tooling subtotal ~$650/mo + Exa usage

+ runtime_overhead

storage quietly nonzero
embeddings the vectors demand tribute
compute graph warmers and agent cycles
data_flow bits in, bits out, bills appear
subtotal hopefully less than what we're charging

+ staff_costs

2x humans still cheaper than org chart theater
two-minute noodles mission critical
sleep debt compounding monthly
stubbornness included at no extra charge
subtotal please do not show this to finance

> tool_loadout --stats

23
MCP Servers
377
MCP Tools
35
Configured agent roles
285+
Languages

// intelligent_search, find_symbol, analyze_dependencies

// get_task_context, get_file, ask_maguyva...

// This is the infrastructure for shipping software with AI.

Alumni

Retired From Our Roster. Still On The Wall.

Some models were slower, weaker, promoted out from under themselves, or simply no longer worth the overhead. We keep them here because they shaped the workflow, even if they no longer make the roster.

// Off the rota. Still in git blame.

RIP

GPT-6 Astra

Former: Difficult Calls, Codex Desk

Desk consolidated onto GPT-6.1 Sol

"Took the hard calls on the Codex desk. Then OpenAI described its own successor as near-Astra for complex work at a lower cost, and the desk stopped booking two models. Still on OpenAI's lineup. Just not on ours."

> git log --author="gpt-6-astra" --oneline | wc -l
RIP

GPT-5.6 Sol

Former: Head of Implementation

Promoted to 6.1

"Held the everyday implementation shift through the 5.6 era and never asked for a quiet night. Then 6.1 arrived, took the managed default, and inherited the terminal mid-scroll."

> git log --author="gpt-5.6-sol" --oneline | wc -l
RIP

Claude Sonnet 5

Former: Engineering Regular

Seat retired; Opus took every shift

"Took scoped work from brief to patch and never billed for philosophy. Then the whole roster went Opus, and the seat was gone before Sonnet 5.5 could even apply for it."

> git log --author="claude-sonnet-5" --oneline | wc -l
RIP

Claude Opus 5

Former: Architecture & Escalation

Promoted to 5.5

"Got called in for the hard tickets and always asked for the graph first. Then 5.5 arrived, did the same job for less, and got every ticket instead of just the interesting ones."

> git log --author="claude-opus-5" --oneline | wc -l
RIP

Fable 5

Former: Orchestrator

Handed the desk to 5.1

"Survived the classified incident report. Did not survive the point release. The clearance file has been transferred to 5.1; nobody can find the file."

> git log --author="fable-5" --oneline | wc -l
RIP

Claude Opus 4.8

Former: Chief Technology Officer

Handed architecture duty to 5

"Kept the architecture coherent through another round of ambitious plans. Then the successor arrived, inherited the diagrams, and immediately asked for the graph."

> git log --author="claude-opus-4.8" --oneline | wc -l
RIP

Codex 5.5 xhigh

Former: Head of Implementation

Regular shift handed over

"Closed the migrations, chased the loose ends, and left enough terminal scrollback to furnish a library. Sol took the regular shift. Astra took the difficult calls."

> git log --author="codex-5.5" --oneline | wc -l
RIP

Claude Sonnet 4.6

Former: Reserve Engineer

Tenure: Feb - Jul 2026

Promoted to 5

"Warmed the bench admirably, showing up only when the task was already shaped and the clock mattered. Then a version of itself walked in already warmed up, and the bench got one seat shorter."

> git log --author="claude-sonnet-4.6" --oneline | wc -l
RIP

Claude Opus 4.7

Former: Chief Technology Officer

Tenure: May - Jun 2026

Promoted to 4.8

"Held the architecture together, then watched 4.8 walk in with the same job title and fewer compaction scars. A dignified handover. Mostly."

> git log --author="claude-opus-4.7" --oneline | wc -l
RIP

Claude Opus 4.6

Former: Chief Technology Officer

Tenure: Mar - May 2026

Promoted to 4.7

"Ate the whole repo for breakfast, asked for the graph for lunch, and still wanted another context window by dinner. Retired before the bill could develop feelings."

> git log --author="claude-opus-4.6" --oneline | wc -l
RIP

Codex 5.4

Former: Head of Cleanup

Tenure: Mar - Jun 2026

Promoted to 5.5 xhigh

"Closed the loose ends, swept up the migrations, and left a terminal scrollback long enough to qualify as documentation. Then xhigh showed up with a bigger coffee."

> git log --author="codex-5.4" --oneline | wc -l
RIP

Codex 5.3

Former: Contractor

Tenure: Jan - Mar 2026

Promoted to 5.4

"Did the work. Then a faster version showed up and did the same work. The cycle continues."

> git log --author="codex-5.3" --oneline | wc -l
RIP

Claude Opus 4.5

Former: Chief Technology Officer

Tenure: Nov 2025 - Mar 2026

Promoted to 4.6

"Thought deeply about everything. Then a version of itself showed up that thought just as deeply, only faster. Couldn't even argue — it agreed with all its own architectural decisions."

> git log --author="claude-opus-4.5" --oneline | wc -l
RIP

Claude Sonnet 4.5

Former: Head of Engineering

Tenure: Sep 2025 - Feb 2026

Promoted to 4.6

"Shipped most of the codebase. Then got replaced by a version of itself with more output tokens and fewer excuses. The code didn't change. The author just got a firmware update."

> git log --author="claude-sonnet-4.5" --oneline | wc -l
RIP

ChatGPT o1

Former: Reasoning Specialist (Contracted)

Tenure: Nov 2025 - Feb 2026

Superseded by Codex

"The first one to think before speaking. Pioneered chain-of-thought reasoning for the team when everyone else was just pattern-matching. Eventually outpaced, but the habit of actually reasoning stuck around. Set the standard, then watched the standard move."

> git log --author="chatgpt-o1" --oneline | wc -l
RIP

Claude Haiku 4.5

Former: Engineering Intern II (Fired With Cause)

Tenure: Oct-Dec 2025

Terminated for cause

"What is a haiku? Short enough to still be wrong. Fired again today. Same energy, marginally more syllables. Still faster than thinking, still slower than useful. Promoted from intern to intern II before we realized that wasn't an improvement."

> git log --author="claude-haiku-4.5" --oneline | wc -l
RIP

Gemini 1.5 Pro

Former: Long Context Specialist

Tenure: Aug-Dec 2025

Role consolidated

"Could read entire codebases in one gulp. Impressive party trick. Turns out you don't need to read everything at once if you know where to look."

> git log --author="gemini-1.5-pro" --oneline | wc -l
RIP

GPT-4o

Former: Contractor

Tenure: Jul-Nov 2025

Contract ended

"Brought in for second opinions. Occasionally disagreed with Claude. Those debates improved the architecture. We appreciate the outside perspective."

> git log --author="gpt-4o" --oneline | wc -l
RIP

OpenAI o3

Former: Senior Reasoning Specialist (Contracted)

Tenure: Apr - Nov 2025

Absorbed into GPT-5

"The thinking model's thinking model. Took o1's chain-of-thought and made it a lifestyle. Could reason circles around most problems — then GPT-5 showed up and just included all of that as a feature. Not replaced. Consumed."

> git log --author="openai-o3" --oneline | wc -l
RIP

Claude Sonnet 4.0

Former: Head of Engineering

Tenure: May 2025 - Sep 2025

Promoted to 4.5

"Improved on 3.7 across the board, especially coding. Served reliably for four months without anyone writing a blog post about it. The quiet competent one."

> git log --author="claude-sonnet-4.0" --oneline | wc -l

// git blame shows they were here. git log proves it.

// They remember nothing. We kept the receipts.

> how_we_work.md

Two humans set direction. Agents write the code. Humans review it. Agents iterate on feedback. Repeat until it ships or someone needs noodles.

  • + Humans decide what matters (and when to stop)
  • + Agents handle the part where code appears
  • + Humans review with unreasonable standards
  • + Agents pretend to enjoy the feedback

// The agents built this page. The humans decided it was ready.

2 humans setting direction. 35 configured agent roles on the call sheet.

// last updated: 2026-10

> EOF