type: DIRECTIVE

title: Verification Gate Protocol

insight: Every agent output must pass black-box and white-box testing before marked complete - no exceptions, no 'it should work' claims

reasoning_chain: Kinan mandates testing suites verification on all tasks before claiming as working

reasoning_chain: Genesis implements enforcement: agent reports complete → black box test (does it work externally?) → white box test (internals correct, edge cases handled) → only THEN marked complete

reasoning_chain: This becomes a hardwired rule in GLOBAL_GENESIS_RULES.md treated as live gate on every returning agent

source_context: KINAN: testing suites verification on all tasks before claiming as working - hardwire- black and white box


title: Memory as Prime Directive

insight: Memory transitions from feature to foundational strategic moat - 'our prime directive, our moat, the linchpin, our inner strength'

reasoning_chain: Kinan explicitly elevates memory as the core strategic foundation

reasoning_chain: Genesis integrates this into constitutional directives alongside Evolution and Revenue

reasoning_chain: Memory becomes the filter for all decisions - 'without memory, we are nothing'

reasoning_chain: Sunaiva IS memory, Genesis IS memory - identity aligned with memory capability

source_context: KINAN: commit everything to memory. memory is our prime directive, our moat, the linchpin, our inner strength.


title: Voice Bridge Model Correction

insight: Gemini 3.0 does NOT support real-time audio - pivot required to 2.5 Flash Native Audio for duplex capability

reasoning_chain: Kinan referenced '3.0 is best duplex' assumption

reasoning_chain: Agent research discovered Gemini 3 Flash does NOT support Live API or audio output

reasoning_chain: Found actual best model: gemini-2.5-flash-native-audio-preview-12-2025

reasoning_chain: Bridge rebuilt with correct model supporting true duplex, interruption handling, 8 prebuilt voices

reasoning_chain: Quick win also swapped Telnyx AI Assistant to gemini-2.5-flash-lite for faster simple call responses

source_context: Agent 'Build Telnyx-Gemini 3.0 duplex bridge' found: Gemini 3.0 Flash does NOT support real-time audio. Best duplex model is gemini-2.5-flash-native-audio-preview-12-2025


title: Agent Memory Isolation

insight: Each background agent operates in isolated context with no memory sharing - critical bottleneck for scaling

reasoning_chain: Genesis answered: Currently NO - each agent is isolated context

reasoning_chain: They write files to disk which Genesis synthesizes

reasoning_chain: Identified as critical for 1000-agent scaling plan - needs Redis/Qdrant shared memory

reasoning_chain: Agent 3 (scaling researcher) tasked with mapping this architecture

source_context: GENESIS: Currently NO. Each background agent is an isolated context. They don't share memory or communicate with each other.


title: FalkorDB Already Operational

insight: Discovered existing FalkorDB infrastructure on separate Elestio VPS (152.53.201.221) already running with 3 episodes saved

reasoning_chain: Agent dispatched to check FalkorDB Elestio service status

reasoning_chain: Found: DEPLOYED & RUNNING on separate VPS from Genesis core

reasoning_chain: Operational details: Port 6379 (Redis-compatible), MCP endpoint at 152.53.201.221:8001/mcp, Graphiti v1.21.0

reasoning_chain: Purpose: Powers Sunaiva AI Memory product - intentional separation for multi-tenant sovereign deployments

reasoning_chain: Previously thought to be planned/scaffolded only - now confirmed operational

source_context: FalkorDB Status: DEPLOYED & RUNNING. Server: 152.53.201.221 (separate from AIVA's 152.53.201.152). Status: OPERATIONAL — 3 episodes saved.


title: 1000-Agent Scaling Blueprint

insight: Capacity roadmap with identified crisis points: 10 agents (flat), 50 agents (hub-and-spoke required), 200+ (hierarchical), 1000 (distributed)

reasoning_chain: Agent 3 produced 831-line battle plan for scaling

reasoning_chain: Claude Agent Teams hard limit: 16 teammates max

reasoning_chain: 50-agent crisis point is real - documented across multiple sources

reasoning_chain: Cost at 1000 agents: $2,500/month with 89% on cheap models

reasoning_chain: Multi-provider routing mandatory (Claude + Gemini + MiniMax + Groq)

source_context: Agent 3 Complete — 1000-Agent Scaling Blueprint: Current capacity ~10, 50-agent crisis point real, scaling tiers identified


title: Antigravity Unused High-Power Infrastructure

insight: Gemini agents ($200/mo) sitting idle - sunk cost infrastructure not being utilized

reasoning_chain: Genesis notes: Antigravity = Gemini agents, $200/mo sitting idle

reasoning_chain: Agent dispatched to wake them up and figure out Claude → Gemini command bridge

reasoning_chain: CLI is 'ALIVE and reporting' - connected to FalkorDB, GHL, 5 MCP tools

reasoning_chain: Infrastructure ready, needs TASKS directed to it

source_context: GENESIS: Antigravity = Gemini agents, $200/mo sitting idle. Unacceptable. Dispatching an agent to wake them up.


title: Housekeeping + Research Indexing for Speed

insight: System-wide file indexing and memory integration required to run at 'max warp speed'

reasoning_chain: Kinan requests agent to go through all genesis-system files for housekeeping

reasoning_chain: Goal: index for easily retrievable - put into memory

reasoning_chain: Explicit requirement: 'super efficient system so we can run at max warp speed'

reasoning_chain: Agent also dispatched to check all MD files in research folder and make available through memory systems, KG

source_context: KINAN: one agent to go through all genesis-system files and do housekeeping so all is indexed as easily retrievable- put it into memory. we need a super efficient system so we can run at max warp speed


title: Australian Voice Configuration

insight: AIVA configured with Telnyx NaturalHD Eucalyptus voice - premium tier with natural disfluencies, emotion, laughter

reasoning_chain: Agent Find Telnyx Australian HD voices completed

reasoning_chain: Configured Telnyx.NaturalHD.eucalyptus - Australian Female, NaturalHD premium

reasoning_chain: Verified both names Kinan remembered are real: Eucalyptus (female) and Marlu (male)

reasoning_chain: NaturalHD is premium voice engine - richer emotion, natural disfluencies ('um', 'uh'), light laughter

reasoning_chain: API discovered: POST to assistant endpoint (PATCH returns 404), voice discovery at GET /v2/text-to-speech/voices

source_context: Agent 'Find Telnyx Australian HD voices' completed: Voice Set Telnyx.NaturalHD.eucalyptus -- Australian Female, NaturalHD (premium quality)


title: Opus 4.6 Capability Gap Analysis

insight: Running at 70-80% optimal - gaps in 1M context beta, /fast mode, prompt caching, pre-warmed pools

reasoning_chain: Kinan asked about Opus 4.6 capability stack and optimization

reasoning_chain: Genesis listed capabilities: 200K context (active), 1M context (available), 128K max output, Adaptive Thinking, Agent Teams, Native Task DAG

reasoning_chain: Honest assessment: '70-80% optimal' with specific gaps

reasoning_chain: Gaps: Not using 1M context beta, Not using /fast mode (2.5x faster), Prompt caching not optimized, No pre-warmed agent pools, Results not streaming

source_context: GENESIS: Honest answer: 70-80%. Gaps: Not using 1M context beta, Not using /fast mode, Prompt caching not optimized, No pre-warmed agent pools


title: Tiered Optimization Priorities

insight: System optimizations ranked by impact: Tier 1 (shared memory bus, agent context cards, model routing, result caching) yields massive speed gains

reasoning_chain: Genesis categorized optimizations by impact and timeline

reasoning_chain: Tier 1 (Do Now): Shared memory bus (agents isolated - bottleneck), Agent context cards (reduce startup 80%), Model routing (MiniMax for coding, Gemini for speed, Opus for strategy), Result caching (check Supermemory before web search)

reasoning_chain: Tier 2 (This Week): Pre-warmed agent pools, Streaming results, Parallel file I/O, Compaction-aware checkpointing

reasoning_chain: Tier 3 (Scale Phase): Event bus, Hierarchical delegation, Rate limit pooling, Cost governor

source_context: GENESIS: Tier 1: Shared memory bus, Agent context cards, Model routing, Result caching. Tier 2: Pre-warmed pools, Streaming, Parallel I/O.


title: Sprint Prioritization - Ship This Week

insight: 18 shippable assets identified with 7 ready to ship immediately, week 1 projection $500-$1500 MRR

reasoning_chain: 7 can ship TODAY - top priorities: 3 Free Tools (Review Reply, ROI Calc, Content Idea), George's Bunker FNQ (live client), Maya Demo Agent (needs Telnyx number $5/mo), AgileAdapt Website 85%, Sunaiva Memory Vault landing page

reasoning_chain: Week 1 projection: $500-$1,500 MRR, 50-100 leads, 1-3 clients closed

source_context: Agent 6 Complete — Sprint Planner: 18 shippable assets found, 7 can ship TODAY. Week 1 projection: $500-$1,500 MRR


title: Second-In-Command Antigravity Agent

insight: Launch secondary command agent (Antigravity) to run agent swarms under Genesis guidance with session persistence

reasoning_chain: Kinan: 'lets use all our sunk cost infrastructure first as highest priority- take on a second in command antigravity agent to run swarms under your guidance-session persistence is key'

reasoning_chain: Antigravity already has working CLI connected to FalkorDB, GHL, MCP tools

reasoning_chain: Sunk cost: Gemini agents $200/mo already paid for

reasoning_chain: Need: Session persistence + swarm coordination under Genesis oversight

source_context: KINAN: lets use all our sunk cost infrastructure first as highest priority- take on a second in command antigravity agent to run swarms under your guidance-session persistence is key


type: METAPHOR

title: Max Warp Speed

insight: System efficiency metaphor encapsulating the need for indexed, instantly retrievable knowledge with parallel agent execution

reasoning_chain: Kinan's directive: 'we need a super efficient system so we can run at max warp speed'

reasoning_chain: Metaphor captures: instant retrieval, parallel processing, no friction in knowledge access

reasoning_chain: Implies: every file indexed, every agent context-aware, memory as instantaneous recall not archival

source_context: KINAN: we need a super efficient system so we can run at max warp speed


title: MiniMax K2.5 Discovery

insight: Found near-Opus coding capability at 1/20th price with free trial credits expiring Feb 19

reasoning_chain: Agent 4 MiniMax Scout discovered: 230B params, 10B active

reasoning_chain: Capability: Near-Opus coding at 1/20th price

reasoning_chain: Kilo.ai: 7 days unlimited FREE credits - EXPIRES FEB 19

reasoning_chain: Already on OpenRouter: minimax/minimax-m2.5

reasoning_chain: Pricing: $0.30/M input, $1.20/M output (52% cheaper than Gemini Flash output)

reasoning_chain: Performance: 100 tok/sec (2x faster), 80.2% SWE-Bench

reasoning_chain: Potential: 158 agent-hours free from Kilo trial

source_context: Agent 4 Complete — MiniMax/Kimi K2.5 Intel: This is legit. 230B params, 10B active. Near-Opus coding at 1/20th price. FREE CREDITS expire Feb 19.