Straughter "BatmanOsama" Guthrie jmanhype

OpenClaw Architectural Evolution: A Comprehensive Chronological Analysis

Research compiled: 2026-02-18 Source: CHANGELOG.md (2114 lines), GitHub release metadata (54 tags), GitHub API data, source tree

Key Metrics

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VAOS Voice Bridge: Building a Talker-Reasoner Architecture on PersonaPlex/Moshi

A technical journal of building dual-process voice AI on top of Kyutai's Moshi and NVIDIA's PersonaPlex, with Letta as the reasoning backbone.

The Goal

Build a Talker-Reasoner voice system where:

System 1 (Talker): PersonaPlex/Moshi handles real-time conversation at 12.5Hz
System 2 (Reasoner): Letta agent with persistent memory does deep thinking, web search, tool use
A Voice Bridge (Bun + TypeScript) connects them, with Voxtral transcription + classification in parallel

🧠 TOTAL RECALL: The "Riley" AI Factory Full Session Dump

Session ID: Feb 4, 2026 Operator: Gemini CLI Objective: End-to-End Character Video Production & Distribution

🏗️ 1. INFRASTRUCTURE & REPAIR

The exact commands used to fix the 3090 environment.

🧬 AI Video Factory: THE GOD MODE MANIFEST

Date: Feb 4, 2026 Target: Riley Guthrie Character Project

🧬 1. CHARACTER DNA (Reference Image Base64)

Use this in every Nano Pro prompt to maintain identity.

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

📦 Project Artifacts: Riley Character Story (Session Feb 4, 2026)

This manifest lists every specific asset generated, processed, and stored during this session.

🖼️ 1. Source Assets (Nano Banana Pro)

Generated locally and uploaded to 3090 (~/ComfyUI/input/).

🏙️ NYC Date Night (V1)

riley_escalade.png - Luxury pickup shot
knicks_cheers.png - POV Toast shot

🏭 AI Video Factory: THE DEFINITIVE "RILEY" PROTOCOL (Technical Deep Dive)

Objective: End-to-end character consistency, video orchestration, and automated distribution. Hardware: Remote RTX 3090 (192.168.1.143) + Local Orchestrator. Session Date: Feb 4, 2026

🧬 1. CHARACTER DNA (The Identity Key)

This Base64 string must be injected into the inlineData of every Nano Pro call to maintain facial structure.

🚀 AI Video Factory: End-to-End Production & Distribution Manifest

This manifest documents the workflows, infrastructure, and automation logic developed for the Riley Character Story project. It is designed to be executed by a sub-agent or used as a blueprint for system replication.

🖥️ 1. Infrastructure (The 3090 Backend)

Host: straughter@192.168.1.143
Service: ComfyUI (Port 8188) using LTX-Video Models (FP8).
Orchestration: Letta MAS (Port 8283) with Director and Writer agents.
Control Plane: Comfy Pilot MCP Server (installed at ).

	#!/usr/bin/env python3
	"""
	last30days_combo.py - Research any topic across X (Twitter) + Reddit

	Uses:
	- Bird CLI for X/Twitter (free, uses browser cookies)
	- Perplexity API for Reddit (has real URLs + upvotes)

	Setup:
	1. Install Bird: npm install -g @steipete/bird

	#!/usr/bin/env python3
	"""
	Extract X (Twitter) cookies from Chrome via CDP (Chrome DevTools Protocol).

	Requirements:
	- Chrome running with --remote-debugging-port=9222
	- pip install websockets
	- Must be logged into x.com in Chrome

	Usage:

	#!/bin/bash

	# 🍌 NANO BANANA PRO: RAW ASSET GENERATION PROTOCOL
	# Session: Feb 4, 2026
	# Model: gemini-3-pro-image-preview
	# Logic: Base64 Reference Injection + Prompt Engineering for Consistency

	# 1. PRE-FLIGHT: ENCODE DNA
	# Ensure 'riley.jpg' exists in the current directory.
	if [ ! -f "riley.jpg" ]; then