Built in-house, for real work

Agents that actually do the work

Four agents built for specific jobs, with their architecture, tools and execution loops laid out. If you want to see what a working agent actually looks like underneath, this is it opened up.

Active Fleet
4 / Production
Voice AI Latency
<780ms TTFB
Spatial WebGL
60 FPS GPU Budget
Hallucination Trap
0 Bug Fail-Closed
AGENT-01PRODUCTION

Spatial UI Synthesizer Agent

2D Spec & Figma to 60 FPS Three.js Spatial Scenes

Fuses mathematical camera frustum coordinate translation with Emil Kowalski spring mechanics and WebGL GPU performance budgets.

Claude 3.7 Sonnet + Three.js / R3F + Playwright Verifier
Autonomous Tools:
frustum_bound_calculatorspring_momentum_riggpu_budget_gate
GPU Frame Budget60 FPS
Frame Time Target<16ms
Dependencies0 Extra
Inspect Loop & SpecsSkill
AGENT-02PRODUCTION

Telephony Voice Bridge Agent

Sub-Second Conversational Speech over Telephony Streams

Bi-directional 8kHz mu-law audio chunk pipeline with immediate caller barge-in buffer clearing and ambient filler loop.

Deepgram Nova-2 + GPT-4o Mini + Cartesia TTS + Twilio WebSocket
Autonomous Tools:
websocket_audio_pipebarge_in_detectorcrm_function_dispatcher
Time to First Byte<780ms
Barge-InSupported
TransportSIP / WebRTC
Inspect Loop & SpecsSkill
AGENT-03PRODUCTION

Autonomous Quality Guard & Regression Hunter

Git Worktree Swarm Isolation & Keep/Reject Test Gates

Dispatches worker agents into isolated git branches, enforces fail-closed test suites, and rejects hallucinations before merging champion commits.

Antigravity Swarm Harness + Git Worktrees + Vitest + Playwright
Autonomous Tools:
worktree_isolatorfail_closed_test_gatepareto_champion_selector
IsolationGit Worktree
Merge PolicyTest-Gated
Hallucination TrapFail-Closed
Inspect Loop & SpecsSkill
AGENT-04PRODUCTION

Answer Engine Optimizer Agent (AEO)

Machine-Readable Discovery & Citability for LLMs

Parses website entity graphs, aligns crawler robots policies for AI bots, and exports verified llms.txt and ai-index.json manifests.

AEO Audit Framework + Schema.org + Next.js Server Exports
Autonomous Tools:
robots_ai_policy_auditorllms_txt_compilerjsonld_graph_synthesizer
OutputJSON-LD + llms.txt
Schema ComplianceValid JSON-LD
Copy StyleNo Filler
Inspect Loop & SpecsSkill

Machine Layer & Standard JSON Resume

All technical metrics, active agent runtimes, and skills are exposed through standard JSON Resume specification for programmatic consumption by LLM coding agents.

curl -s https://mrmp.pro/api/resume.json | jq .basics