source: User Service

relation_type: uses

target: Authentication Module


source: User Service

target: Authentication Module


source: User Service

relation_type: references

target: Authentication Module


source: User Service

target: Monitoring Tool


source: User Service

target: Monitoring Tool


source: Monitoring Tool

relation_type: monitors

target: User Service


source: User Service

target: Monitoring Tool


source: User Service

target: Authentication Module


source: Authentication Module

target: User Service


source: Authentication Module

target: User Service


source: Authentication Module

target: Monitoring Tool


source: Monitoring Tool

target: Authentication Module


source: Authentication Module

target: Monitoring Tool


source: User Service

target: Monitoring Tool


source: Monitoring Tool

target: User Service


source: Monitoring Tool

target: User Service


source: Monitoring Tool

target: User Service


source: Monitoring Tool

target: Authentication Module


source: Monitoring Tool

target: Authentication Module


source: Monitoring Tool

target: Authentication Module


relation_type: extends

note: Multi-agent orchestration is the production implementation of B-Thread and P-Thread patterns


note: Opus 4.6 is the primary model for orchestrator agents


relation_type: implements

note: Directly implements Claude Code Agent Teams feature


note: Adaptive thinking used for orchestrator-level reasoning


relation_type: complements

note: Same author, extends thread framework with production orchestration


source: Alpha Evolve Protocol

note: Alpha Evolve uses multi-agent teams for parallel knowledge processing


source: Genesis Execution Layer

note: Execution layer gains ALPHA_EVOLVE mode from orchestration patterns


note: Observability is Pillar 2 of the Three Pillars identified in orchestration mastery


note: Observability tracks all Agent Teams events for visibility


note: Tool calls ≈ impact metric comes from thread engineering framework


relation_type: evolves

note: v2 expands from PostToolUse-only to 6 hook event types covering full agent lifecycle


relation_type: tracks

note: SubagentStart/SubagentStop hooks now track full agent team lifecycle events


relation_type: completes

note: Agent Sandboxes is Pillar 3, completing the Three Pillars of Agentic Scaling


note: Sandboxes provision worktrees for Agent Teams to work in isolated environments


note: Sandbox create/destroy events logged to observability event stream


relation_type: replaces

note: Native Tasks replace Ralph Loop for multi-task coordination per IndyDevDan TASKS video


note: Task DAG dependencies enable proper orchestration across sessions and sub-agents


relation_type: validates

note: AIABS confirms parallel task DAG is exactly the pattern IndyDevDan described


note: Adds model delegation by complexity and parallelism execution pattern details


note: RLM async recursion = Agent Teams parallel spawning - same pattern, academic validation


relation_type: challenges

note: RLM paper shows compaction is lossy - programmatic access superior for dense tasks


relation_type: supersedes

note: RAG breaks on logical coherence tasks - RLM handles cross-reference dependencies


note: GHL marketplace snapshots validate Ponte's build-once-sell-forever revenue model


relation_type: informs

note: Danny Harris pricing ($500/mo, 0% churn, 100 clients/mo) directly validates ReceptionistAI business model


note: Ponte's AI agent snapshots leverage GHL marketplace distribution for passive sales


note: Part 2 adds Facebook group acquisition playbook, anti-churn lock-in strategy, and team scaling model


note: 87 clients at $497/mo in 30 days using free Facebook groups proves ReceptionistAI can scale without paid ads


relation_type: demonstrates

note: Live recording shows $97/mo entry → full platform buildout upsell in real client interaction


note: Kinan's own insights: local cold approach for Cairns, team leverage, multi-phase delivery model


note: Kinan noted seller undercharging at $97/mo for 200-location platform worth $5K-$20K - validates premium pricing


note: Adds Reddit as zero-cost channel alongside FB groups, plus subscription engineering patterns from $10M+/mo apps


note: Dual free acquisition (Reddit + FB groups), content-at-scale playbook, and LTV maximization for ReceptionistAI launch


note: Reddit playbook adds second free acquisition channel alongside Danny Harris's Facebook group strategy


note: Loom video method adds scalable no-call closing to the sales framework - 1000 clients without sales calls


note: Loom videos can replace Danny Harris's live sales calls for even more leverage


note: AI visibility audit as AgileAdapt entry offer → upsell to full voice AI + automation package


relation_type: deepens

note: Jeff IC version adds full implementation detail: hurricane proof windows, IVQ formula, treasure map plan, onboarding wow sequence


note: Three-part video framework + IVQ pricing + offer checklist adds structured sales methodology to the blueprint


note: Shoe buyer targeting + least crowded channel + message formula adds precision targeting to Danny's volume-based Facebook group approach


note: Direct mail + shoe buyer targeting + $100 bill niche = AgileAdapt Cairns outreach strategy (fewer targets, higher quality)


note: AI market research + forum foraging + ad creative rules add scalable paid acquisition methodology to the blueprint


note: AI sales assistant model (Converse AI, $101M raised, $3K/mo) validates ReceptionistAI's market and price point


note: 1-to-many is the full strategic framework: distribution channels + content + escalation. Loom is just the closing mechanism within it


note: Distribution > sales paradigm + 7 grocery stores + Old Plan vs New Plan framework adds strategic acquisition layer to the blueprint


note: Cairns distribution strategy: local magazines, podcasts, chamber of commerce, BNI groups → authority content → omnipresence ads


note: Gemini Computer Use agent loop complements existing CDP/Playwright browser automation in Genesis stack


note: 30-min app cloning + Dribbble reference method extends the build-fast framework for rapid product launches


note: Confirms audit→service ladder: $0-$1K audit → $1,500/mo ongoing = proven SaaS upsell path


note: $16M scam + 60K GitHub stars + API key exposure validates Genesis sandboxed execution and Constitutional Guard


relation_type: warns

note: Full system access + hype-driven adoption + crypto scams = cautionary tale for any agent platform launch


note: MaltBot orchestrator + Antigravity builder mirrors Genesis Claude orchestrator + Gemini executor architecture


note: Memory flush + session search validates Genesis pre-compaction anchor strategy for context preservation


note: Brain (Opus) + Muscles (Codex/Gemini/Grok) model routing formalizes Genesis multi-model strategy


note: Reverse prompting + expectation setting + agent self-built tooling validates Alpha Evolve self-improvement loop


note: ClawHavoc (341 malicious skills, 30K exposed) + pricing validation + TKG memory + RLM confirmation — all validate Genesis design


note: $497-697 Standard / $997-1497 Pro / $5K-10K Enterprise validated against competitive landscape — perfectly positioned


note: Eyes+Brain+Hands architecture extends Gemini Live capabilities — future AIVA real-world awareness path


note: OpenClaw skill saving + workflow automation + model switching mirrors Genesis skill registry and model-switching patterns


note: Integration = 90% of value. Local > cloud/VPS for agents. Validates Genesis WSL2/E: drive local-first deployment


note: Kimi K2.5 local (512GB RAM) = free 24/7 near-Opus intelligence. Future Genesis Mac Studio deployment for zero-cost operation


note: Free tools marketing adds third pillar to acquisition: Reddit + FB groups + engineering-as-marketing. 50K visitors/mo for $0


note: Free tools create SEO entry points, Reddit drives immediate traffic — parallel $0 acquisition channels


note: Build fast (2 weeks), ship imperfect, iterate — same principle. Free tools = mini-MVPs that validate keyword demand


note: IMMEDIATE: Build 10-20 free tools for ReceptionistAI (greeting generator, ROI calculator, missed call calculator) → SEO traffic → conversions


note: AI audit tool, automation ROI calculator, chatbot script generator — free tools as AgileAdapt lead magnets via SEO


note: Thread hijacking adds precision targeting to Reddit playbook: find ranking threads by traffic → comment → boost → free perpetual traffic


note: Free tools (SEO) + Reddit thread comments = dual $0 acquisition. Tools capture search traffic, Reddit captures decision-stage traffic


note: $3,800 spend → $22K MRR. Budgeting app case study validates Reddit as highest-ROI acquisition channel for apps/SaaS


note: IMMEDIATE: Map all 'best AI receptionist/virtual receptionist/answering service' threads, start Phase 1 audience building pre-product


relation_type: enables

note: Kinan directive: build audience BEFORE product. Reddit presence building works pre-product — review competitors, build karma, plant seeds


note: Shayla's 7-client month via self-selling AI demo directly validates ReceptionistAI demo-first sales approach for Australian tradies


note: $497 setup + $297/mo proven price point aligns with AgileAdapt Tier 1 pricing — external market validation of Genesis pricing range


note: Adds self-selling AI demo methodology + soft-entry framing + channel expansion close to GHL voice AI sales toolkit


note: Ponte's build-once-sell-forever + Shayla's templatize-with-custom-values = combined delivery efficiency framework for GHL agencies


note: Both prove organic-only AI agent acquisition works — Danny via FB groups at scale, Shayla via network demos. Convergent validation


note: Soft-entry demo framing + consultative close + pain-point positioning (fear of selling) directly applicable to AgileAdapt Cairns tradie outreach


note: $5/day Meta ads direct-to-checkout framework can drive ReceptionistAI demo signups; AOV optimization via bundled service tiers


note: Maria Went's $5-to-$10K/day scaling framework adds concrete budget progression and plateau diagnostics to Internet Daddy's ad creative rules


note: Paid ads (Maria Went) + organic distribution (Frankie 1-to-many) = dual-channel scaling. Ads provide volume, organic provides authority


note: Niche-specific case study ads + Advantage+ targeting = AgileAdapt can run separate ad creatives per tradie vertical (plumber, sparky, builder)


note: Adds structured thread-hijacking methodology and traffic-prioritized targeting to the Reddit playbook within growth distribution framework


note: Entity-axiom self-reference: the mastery entity captures the full strategic framework extracted from the same source video


note: Reddit captures decision-stage demand, free tools capture search-stage demand — dual $0 acquisition covering the full buyer journey


note: Target 'best AI receptionist', 'virtual receptionist alternative', 'AI answering service reviews' on Reddit for perpetual free installs pre-launch


note: Shayla's organic demo-selling (0 ad spend) + Maria Went's paid scaling ($5-$10K/day) = complete zero-to-scale acquisition playbook


note: Paid Meta ads + free Reddit traffic = diversified acquisition. Reddit provides perpetual baseline traffic, ads provide scalable on-demand volume


note: Demo-selling converts warm prospects, Reddit captures cold high-intent strangers — together they cover network-based AND stranger-based acquisition


relation_type: uses

note: GHL snapshot + custom values templatization method from Shayla directly maps to Extendly tradie snapshot deployment for Australian market