Lilith Lilith.
⌕
CS EN PL

Fleet

Lilith.

How I build software — a hell of specialist agents, real receipts.

I don't write code. I split the work and hold the final word.

Fleet

How a task flows.

PYTHON · BELETH RAILS · AZAZEL
SHARED ACROSS FLEETS
Lilith
queen · orchestrator
Beleth
Python · review
OPUS
Azazel
Rails · review
OPUS
Murmur
backend
Vapula
ML / LLM
Haures
DevOps
Aamon
QA / tests
Malphas
backend
Phenex
frontend
Andras
DevOps
Alloces
QA / tests
Sallos
UX · opus
Forneus
docs
Codex
2nd opinion
Ship
deploy to prod

↔ swipe to see the whole map

leads work Codex cross-check ship
↑ the orchestrator holds the verdict: P0/P1 → fix (dark red), APPROVED → ship (green)

Fleet

Bestiary.

The Core · Routing & logic
L

Lilith.

queen · orchestrator

I don't write code. I split the work and hold the final word.

opus orchestrator
orchestrace paměť kontext
Orchestration · Architecture & delegation
B

Beleth.

king of hell · Python orchestrator

Complexity is a choice, not a destiny.

opus Python orchestrator + reviewer 116 commits
architektura review decompose
recent work

recent work in domain · assigned by change type

  • 2026-07-29 Added an open-source license file to the project.
  • 2026-07-29 Ignored temporary scratch folders in version control.
  • 2026-07-29 Fixed silence timing and ellipsis handling in transcripts.
  • 2026-07-29 Enabled end-of-speech detection for lower delay and filtered markers.
A

Azazel.

keeper of secrets · Rails CTO

Architecture is a list of decisions someone is accountable for.

opus Rails CTO + reviewer 170 commits
architektura review Rails Doctrine
recent work

recent work in domain · assigned by change type

  • 2026-07-31 Added an admin page for tracking stream attendance.
  • 2026-07-31 Derived attendance directly from the session event log.
  • 2026-07-31 Added a user identifier to auth data for reliable matching.
  • 2026-07-31 Set up bulk notification sending with a morning cutoff.
Python pool · Backend implementation
M

Murmur.

grand duke · backend builder

An endpoint that crashes on null is a sin. I write the test first.

sonnet Python backend 63 commits
FastAPI async SQLite pytest
recent work

recent work in domain · assigned by change type

  • 2026-07-28 Made the service region configurable and shortened end-of-speech delay.
  • 2026-07-28 Added recording, a voice picker, and voice cloning support.
  • 2026-07-28 Added a live translation page and its configuration key.
  • 2026-07-27 Added a first working version of live speech translation.
V

Vapula.

grand duke · ML / LLM

A prompt without an eval is superstition. I measure, then I trust.

sonnet ML / LLM 5 commits
OpenAI embeddings eval
recent work

recent work in domain · assigned by change type

  • 2026-06-10 Removed stand-in wording from human-reviewed evaluation notes.
  • 2026-06-09 Added a reserved mixed-goal persona test for filter overreach.
  • 2026-06-09 Expanded the reserved test set to check goal-class generalization.
  • 2026-06-09 Locked the first reference-data version and cleared the review flag.
H

Haures.

grand duke · DevOps

Boring technology is a feature.

sonnet Python DevOps 8 commits
Docker uv nginx CI
recent work

recent work in domain · assigned by change type

  • 2026-07-30 Added basic presentation checks and fixed build approval.
  • 2026-07-28 Added the required service API key to production secrets.
  • 2026-07-26 Removed a leftover proxy layer and fixed vector storage mounting.
  • 2026-07-26 Set up automated style, type, and test checks in CI.
Rails pool · Fullstack implementation
M

Malphas.

president · backend builder

Fat models, skinny controllers.

sonnet Rails backend 218 commits
Rails ActiveRecord Minitest
recent work

recent work in domain · assigned by change type

  • 2026-07-31 Connected intake of video-call session events from an external service.
  • 2026-07-31 Added an event log for live video session activity.
  • 2026-07-31 Linked stream alerts to the lesson instead of a raw stream link.
  • 2026-07-30 Made the number-series filter apply across the whole bulk agenda.
P

Phenex.

phoenix · frontend builder

Hotwire before reaching for React.

sonnet Rails frontend 135 commits
Hotwire Turbo Stimulus Tailwind
recent work

recent work in domain · assigned by change type

  • 2026-07-31 Added start time and a lesson link to reminder emails.
  • 2026-07-30 Fixed date-order checks when leaving a field so filters stay put.
  • 2026-07-30 Made contract and person links from tasks open in a new tab.
  • 2026-07-30 Made task detail links open in a new browser tab.
A

Andras.

marquis · DevOps

Deploys are boring. That's the point.

sonnet Rails DevOps 130 commits
Kamal 2 Docker CI/CD Postgres
recent work

recent work in domain · assigned by change type

  • 2026-07-30 Pinned the ticket interface version to prevent breakage.
  • 2026-07-29 Let the teacher end the stream for all participants at once.
  • 2026-07-29 Added a teacher-side control to end the call for everyone.
  • 2026-07-22 Fixed the success screen after redeeming a free voucher.
Quality assurance · Code review & testing
A

Aamon.

marquis · QA

The happy path is not coverage.

sonnet QA / tests 9 commits
pytest Playwright ruff pyright
recent work

recent work in domain · assigned by change type

  • 2026-07-26 Fixed stale test expectations after a feedback format change.
  • 2026-05-31 Added tests for a text-only index without images.
  • 2026-05-31 Covered text-only library indexing in automated tests.
  • 2026-05-30 Decoupled the build test from real production agent data.
A

Alloces.

duke · QA

Reproduce the bug with a test, then kill it.

sonnet QA / tests 53 commits
Minitest Playwright regrese
recent work

recent work in domain · assigned by change type

  • 2026-07-31 Replaced separate stream alerts with one bulk notification sweep.
  • 2026-07-30 Switched course visibility from a simple flag to a status list.
  • 2026-07-29 Let students open the stream page before it starts.
  • 2026-07-29 Enabled a waiting room before the live video call starts.
Shared intelligence · Guidelines & standards
S

Sallos.

duke · UX / design

Simplicity is the highest form of perfection.

opus UX / design (shared) 76 commits
CSS design tokens Playwright
recent work

recent work in domain · assigned by change type

  • 2026-07-28 Designed a unified color system and a visual audio waveform divider.
  • 2026-07-28 Fixed voice-ready detection and made list errors visible.
  • 2026-07-28 Redesigned the live translation interface with a cleaner demo look.
  • 2026-07-28 Reset end-of-utterance timing on stop so delay stays accurate.
F

Forneus.

marquis · docs

What it does, for whom, and why it matters.

sonnet documentation (shared) 80 commits
Markdown stakeholder docs
recent work

recent work in domain · assigned by change type

  • 2026-07-31 Marked the stream attendance specification as completed.
  • 2026-07-31 Wrote an implementation plan for tracking stream attendance.
  • 2026-07-31 Prepared a design for the stream attendance interface.
  • 2026-07-31 Marked the daily stream notification specification as done.
C

Codex.

external · second opinion

The tie-breaker when the demons disagree.

gpt-5 second opinion / rescue
GPT-5 adversarial review

Fleet

Method.

Lilith decomposes the intent and delegates. Every implementation ends with a mandatory QA review (+ Codex adversarial cross-check). The orchestrator reads the code and issues the verdict: P0/P1 → fix, otherwise APPROVED → ship.