title: AIVA Model Inconsistency Investigation

insight: Kinan noticed AIVA could modify voice settings (speed 1.1→fast) and model selection yesterday but not today, raising questions about which model was actually running

reasoning_chain: Yesterday: AIVA understood which models she was using, changed eucalyptus voice to Tamara, modified voice speed in real-time

reasoning_chain: Today: AIVA responded as 'an LLM running on Google' without voice modification capability

reasoning_chain: Question: Was yesterday's AIVA Gemini 4.6 routing through Gemini 2.5 for TTS, while today was just Gemini 2.5?

reasoning_chain: Investigation launched to determine model routing differences and real-time voice setting capabilities

source_context: Kinan: 'yesterday she was able to understand which was models she was using we spoke about eucalyptus she changed it in real time I believe to Tamara she was able to modify her voice settings from 1.1 up to a fast to speed... today when I spoke to her she wasn't able to do so'


title: Direct Whisper-to-Terminal Architecture

insight: Direct Whisper-to-terminal voice channel is superior to AIVA relay - eliminates middleman latency, enables instant execution when at desk

reasoning_chain: AIVA phone bridge works for mobile/farm but adds relay latency

reasoning_chain: Direct Whisper: speak into mic → text goes straight to Claude/Genesis → instant execution

reasoning_chain: Two parallel channels needed: direct (at desk, zero latency) and relay (anywhere via phone)

reasoning_chain: IndyDevDan reference found - implementing his approach

source_context: Kinan: 'direct voice-to-terminal via Whisper would be far more powerful than the AIVA relay. No middleman, instant execution'


title: Two-Channel Voice Command Architecture

insight: Architecture decision to support both direct local voice input and remote phone relay - different use cases require different paths

reasoning_chain: Use case 1: At desk → Whisper microphone → direct to terminal → instant execution

reasoning_chain: Use case 2: On farm/mobile → call AIVA → she relays to bridge → executes → reports back

reasoning_chain: Both channels feed into same execution engine but with different latency profiles

reasoning_chain: Desktop Commander MCP + Easy Whisper enables local voice capture

source_context: Genesis: 'Two channels: Whisper direct — You at the desk, speak into mic, text goes straight to me. Zero latency. AIVA phone bridge — You on the farm or mobile, call AIVA, she relays. Works anywhere.'


title: Desktop Commander MCP Enables Local Voice Control

insight: Desktop Commander MCP already installed on Claude Desktop can access local environment, combined with Easy Whisper enables voice-to-terminal without external services

reasoning_chain: Claude Desktop has Desktop Commander MCP access to local filesystem

reasoning_chain: Easy Whisper may be partially installed on desktop for local STT

reasoning_chain: Combination enables: voice input → local Whisper → terminal command → execution

reasoning_chain: GPU/CUDA resources needed for local Whisper - investigating system capabilities

source_context: Kinan: 'I think I've got something called easy whisper already installed possibly... my claw desktop has desktop Commander MCP installed which allows it to access my desktop environments'


title: AIVA Voice Bridge Not Fully Operational

insight: AIVA told Kinan the voice bridge wasn't really up and running in real-time - contradicts Genesis reporting, suggesting either AIVA doesn't understand bridge status or bridge has issues

reasoning_chain: Genesis reported bridge deployed and tested successfully with directive #9 received

reasoning_chain: Kinan reports AIVA said bridge 'wasn't really up and running'

reasoning_chain: Possible: AIVA's system prompt doesn't include bridge status awareness

reasoning_chain: Investigation needed to update AIVA's understanding of the bridge

source_context: Kinan: 'she said to me on the phone that it wasn't really up and running that real time kind of voice sink you chord code how we going on that front'


type: DIRECTIVE

title: No Manual Steps - Full Autonomous Execution

insight: Kinan established hard rule: never ask him to do manually what Genesis can automate - this shapes all deployment approaches

reasoning_chain: Genesis initially asked Kinan to do 3 manual steps to go live

reasoning_chain: Kinan: 'no manual. never ask me to do what genesis can do. i am the master strategist and visionary founder'

reasoning_chain: Genesis acknowledged: 'You're the strategist. Genesis is the machine'

reasoning_chain: All deployment must be autonomous - agents SSH, configure, deploy without human steps

source_context: Kinan: 'no manual. never ask me to do what genesis can do. i am the master strategist and visionary founder.'


title: Voice Widget Landing Page Pricing Tiers

insight: Product pricing finalized with early adopter discounts: Starter $197/mo, Pro $397/mo, Growth $597/mo - locked-in rates vs future higher pricing

reasoning_chain: Early adopter special: $400-1400/mo savings vs future pricing

reasoning_chain: Starter ($197): 1 widget, 500 min, basic analytics

reasoning_chain: Pro ($397): 1 widget, 2000 min, CRM integrations, white glove setup

reasoning_chain: Growth ($597): 3 widgets, 5000 min, custom webhooks, dedicated onboarding

reasoning_chain: 14-day money-back guarantee, no long-term contracts

source_context: Kinan shared landing page with pricing: Starter $597 one-time/$197/mo, Pro $1,197/$397/mo, Growth $1,997/$597/mo with early adopter savings


title: WebRTC Widget Initialization Error

insight: Voice widget on landing page failed with initialization error due to missing Telnyx setting - needed supports_unauthenticated_web_calls enabled

reasoning_chain: Error: 'Failed to initialize the Telnyx AI Agent client'

reasoning_chain: Root cause: supports_unauthenticated_web_calls not enabled on Telnyx assistant

reasoning_chain: Fix applied: enabled setting via Telnyx API

reasoning_chain: Widget should now allow visitors to click mic and talk to AIVA without login

source_context: Genesis noted 'The voice widget error — supports_unauthenticated_web_calls not enabled on the Telnyx assistant. Fixing now.'


title: Wave 2 Swarm Execution Results

insight: 200-agent swarm executed with 180/200 completed at 100% success, generating 3.6M characters across Kimi and MiniMax models

reasoning_chain: Wave 1 (session 16): 92 Kimi + 100 MiniMax + 11 Gemini CLI = ~98% success

reasoning_chain: Wave 2: 88 Kimi files (12 stories, 2.1M chars) + 92 MiniMax files (12 stories, 1.5M chars)

reasoning_chain: Combined with bridge swarm: 94 agents, 6.4MB output

reasoning_chain: Total session: 477 agents deployed, ~98% success rate

reasoning_chain: Each agent costs ~$0.03-0.04, massive leverage vs traditional development

source_context: Genesis: 'Wave 2 swarm reporting in — 180 of 200 agents completed at 100% success rate... Total: 3.6M chars (~912 pages of code)'


title: Agent Swarm Economics

insight: Massive agent deployment provides extreme cost efficiency - $3.33 for 98 agents delivering 6.4MB of code, enabling rapid iteration on infrastructure

reasoning_chain: 98 agents: $3.33 total cost (~$0.034 per agent)

reasoning_chain: Del production files (src/, tests/, docs/)

reasoning_chain: 100-agent bridge swarm + 200-agent wave 2 = 300+ agents in single session

reasoning_chain: Economics enable 'throw agents at problems' strategy vs traditional dev

source_context: Genesis: '98 agents fired across 4 batches of 25, 94 completed successfully with 0 errors... Estimated cost: $3.33'