Timeline

[Chat Transcript] Herman (bot): What I changed: - Pulled your owned visibility from the raw DataForSEO results. - Detected Merlino / Ranking Reels / Mike Merlino / merlinomarketing appearances. - Added a proof dashboard: 12/12 keywords have owned visibility, 75 owned hits found across Google SERP, Images, YouTube, and Shorts. - Added screenshot-style proof cards deployed as SVG files. Oscar: Next step is manual in the app: Open LM Studio, click LM Link, enable/sign in. System/Error: Missing API key for provider "openai-codex". User: Show me the results for these keywords for AI overview, SERPs, Google Images, videos, and short videos, and then youtube.com itself. Report it all back on private Vercel. (List of keywords including 'Best SEO in Denver', 'Google Ads Management Sarasota', 'Ranking Reels - AI Video SEO', etc.) Herman (bot): Fixed. The report is now about your Merlino Marketing / Ranking Reels results, not generic SERPs. Updated private Vercel report: https://merlino-results-proof-i275g3kem-mmerlin023s-projects.vercel.app

elements that we make for you, which allows us to identify exactly why the highest performers of the bunch beat out the rest. So as a result, we can isolate the variables, reverse engineer the highest performing creative, and produce a new round of ads that all use the previous winner as their blueprint. So, the only...

the feedback from the ads that we make for you, which allows us to identify exactly why the highest performers of the bunch beat out the rest. So as a result, we can isolate the variables, reverse engineer the highest performing creative, and produce a new round of ads that all use the previous winner as a baseline.

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[Web Browser Content] BirdsEye ROI Dashboard MAIN Calls, Dashboard, Leads, Services, Calendar, Numbers, Prospects, Outreach, Hawkeye, Texts, Alerts CONFIG Settings, Demo Mode CALLS 17 Total Calls, 100% Answered Recent Activity: - 5 Star Movers Sarasota: TARTAGLIONEM (401) 265-8305 - Kronic Auto Body Shop: POTHURIR (732) 551-9463 - Queens Moving Companies Co: CHOWDHURY MD (225) 354-5225 AI Analysis: - 1:44 call with transcript pending AI analysis. - Service status pending analysis.

If you are a service-based business owner generating leads through paid ads, you know, which means you have to keep spending money on testing when you already had the winning formula at your fingertips. So that's why instead what we do is we use a repeatable...

[Web Browser Content] Merlino Contexts Settings Pull requests Review and merge changes between branches in this space. Open Merged Closed All Search pull requests No pull requests yet + New pull request Open your first pull request to propose changes between branches. Create pull request Merlino New Space Connect

Screen: All context D architecture Version history architecture / [$ context.md context.md Michael Merlino updated context.md • Domain: architecture Purpose Current about 4 hours ago Updated at May 14, 13:42 M Michael Merlino Architecture and high-level design of the Master Brain system. Scope System overview • Technology stack • Core components • Integration patterns Specific API documentation Environment configuration details

[Web Browser Content] Merlino Contexts: main / architecture Files: - overview - context.md (Updated by Michael Merlino, about 4 hours ago) - master_brain_system.md - infrastructure - operations Search contexts...

[Web Browser Content] Merlino Architecture Overview Book a Demo and Talk to founders Meeting between duy anh nguyen (andy@byterover.dev) and Michael Merlino (mike@merlinomarketing.com) Date: Monday, May 18, 2026 Time: 12:00 PM - 12:30 PM (EDT) Location: Google Meet A virtual meeting to explore ByteRover's features, discuss your needs, and answer your questions.

[Web Browser Content] Supermemory Console Overview of the Supermemory platform interface, showing document management, agent playground, and organization settings. Key sections: - Documents: List of indexed files including 'Skills Lock-In Sprint', 'Mission Control Ecosystem Expansion', and 'Michael Merlino: Agentic Architecture'. - Playground: Interactive API testing and agent configuration (Agent-Tommy). - Organization Settings: Configuration for connectors including Google Drive, Notion, GitHub, Amazon S3, and Gmail. - Memory Graph: Visualization of stored data and relationships.

[Web Browser Content] Google Calendar Event: Book a Demo and Talk to founders Date: May 18, 2026 Time: 12:00pm - 12:30pm Organizer: Michael Merlino Attendee: duy anh nguyen Meeting Link: https://meet.google.com/qbb-hioh-asr Description: A virtual meeting to explore ByteRover's features, discuss your needs, and answer your questions.

[Web Browser Content] Thursday, May 14, 2026 9 AM - 11 AM: MEETING: Dawood, Merlino, BK (Zoom) 12 PM: StealthCode Shareholder Meeting: Weekly Chat (https://us02web.zoom.us/j/84098821568) 1 PM: Wolfpack Digital Marketing Done For You SEO Neo Chat (https://us02web.zoom.us/j/87616425528?jst=3) 2 PM: SEO Rockstars: Dori / Gregory / Mike / Brian (https://us02web.zoom.us/j/82665573260?jst=3)

[Command-Line Output] agent-memory.py co-write fan-out on every add call: - 1,263 SOP rows + future co-writes (stdltb, dedup via sha256) - 380 docs landed before credit cap; hooks wired, awaiting top-up - Conversational session state (not a doc KB target) - Existing 1,533 rows - Existing 30MB knowledge graph - Backed up via chat-backup pipeline Backends: - Supabase -> Mem0 -> Supermemory (silent 402) - SQLite -> Chroma Cloud -> done. Status: - All 24 agents now mention merlino-sops MCP with the 3 new scopes appropriate to their domain. - Restart Claude Code to load: updated agent descriptions + new SubagentStop hook + byterover-clt skill. Manual Tasks: 1. Top up Supermemory credits to unlock the 4 wired Supermemory hooks/mirrors. 2. Optional: push D:\ClaudeDev\00_GITHUB\merltno-sktlls\byterover-clt\ to your canonical skills repo. Summary: Built out Mike's memory ecosystem: chat backup pipeline (Claude+Codex+Pieces), Supermemory+ByteRover+Chroma Cloud+SQLite wired into agent-memory.py, SubagentStop hook saving to Memz+Hindsight, 1,263 SOP chunks fanned out everywhere.

Screen: bash x North Valley x bash End-of-session ecosystem state: Memory backend Supabase pgvector (agent _ memories) Master Brain Supabase (master _ knowledge) Hindsight (mac:8888) Chroma Cloud Mem0 SQLite ( D : \Ecosystem\agent-memory\agent_memortes . sql tte ) Supermemory Honcho LanceDB local Graphttt/Kuzu Pieces OS agent-memory.py co-write fan-out on every add call: Status I tve I tve I tve new I tve new unchanged unchanged unchanged live (extraction) What's in it Agent memories + 1,263 SOP fan-out (text-embedding-3-large @ 3072d) 1,263 new SOP chunks across 3 scopes (text-embedding-3-small @ 1536d — existing scope rows) SubagentStop captures + merlino-sops bank: 1,269 SOP nodes model matches agent _ memories collection (live writes) + sop_knowledge collection (1,263 SOP chunks, Co-write via

Supermemory │ ⏸ idle │ 380 docs landed before credit cap; hooks wired, awaiting top-up

[Web Browser Content] Merlino Architecture Overview [Calendar Interface] Book a Demo and Talk to founders A virtual meeting to explore ByteRover's features, discuss your needs, and answer your questions. Duration: 30m Platform: Google Meet Timezone: America/New York Attendees: duy anh nguyen Michael Merlino (mike@merlinomarketing.com) [Navigation] Pull requests Overview antcxt.md Settings Discord Community Talk with Founder Docs

[Command-Line Output] 7m 11 6m 43 6m 9: 5m 49: 7m 13 6m 45 6m 11! 5m 51 -part2.ts Read : 1 tb\l

[Command-Line Output] Claude Code v2.1.141 Project: nvsp-rebutld Execution mode: Parallel sprint, single redeploy Running 4 agents: - Gap A: 15 proximity-hack GMB articles - Gap B: PAA x 15 cities (90 city-blogs) - Gap C: B/A pairs + Motion + infographic upgrade - Gap D: Map blogs to services + cross-links Status: Agents spawning, conflict-safe execution across file paths. Recent updates: scripts/generate-infographics.mjs, lib/blog-posts-part2.ts, components/BeforeAfterSlider.tsx

Hey, check that bottom.

So if not, if they haven't taken care of it, please respond to her right now.

Speaker 1: Hey Martina, um, I knew that. I didn't know Messenger Magic was out of credits. But what I'm asking is if we get into Friendlier and email, and Nuka, they email the new accounts and Friendlier, uh, his wife just responded.

Mikey, stop it, bro. The fuck, man?

Speaker 1: That's good. Speaker 2: Man, I'm messing with that, man. Speaker 1: No doubt. All right, brother. I'm gonna get back to work. I love you. I was thinking about you. If you need anything, hit us up, you heard? Speaker 2: I will. Speaker 1: All right, bet. Bye.

Speaker 1: ...the blood. I'm like, oh my god. So we had to, like, get some gauze and this and that, you know. And so, uh... Speaker 2: You sound, you sound good though. You don't sound like you're, you know, like an old man in bed in a whole lot of pain.

Speaker 1: What the fuck? I'm up here, right? So I go, "Oh shit, I'm leaking." I was like leaking on the side with blood, full of blood. Speaker 2: Ugh. Speaker 1: So then I had to like, fuck it, take my shirt off and shit. I kept touching it with my tank top, it kept coming out.

Speaker 1: ...left arm and that shouldn't be and that wasn't supposed to... I can hit the fucking back as I kept on... Speaker 2: Shut the fuck up! Speaker 1: Yo, there's nothing worse than when you can't sleep and somebody's just snoring their ass away. [Laughs] Speaker 2: Dude, I'm not snoring.

For real. But anyway, I was thinking about you. Been on calls all day, but I just asked Sarai how you doing. Man, I got 3:00, I got off. And um, because I met the counselor and she's on my left side, so I can't use my right hand.

[Command-Line Output] Execution mode: Parallel sprint, single redeploy (Recommended). Spawning 4 subagents to close SEO gaps: 1. 15 proximity-hack geo articles (one per GMB). 2. Spin 5-8 high-volume PAAs across 32 blogs to parent services + cross-links. 3. Before/after pairs + slider + Motion polish + upgraded infographics. 4. Map 32 blogs to parent services. Agent(Gap A — 15 proximity-hack GMB articles) Skill(local-destroyers-seo) Bash(ls) Running... Read(tb\brand.ts) Read(tb\area-data.ts) What this means: Roughly half the local-SEO surface area is missing: - 6 before/after pairs (BUILD_PLAN.md item) - 15 proximity blogs (Andrew Ansley local-destroyers method, one per GMB) - PAA blogs that should be city-localized rather than state-localized.

Speaker 1: And then you don't want to be taking that shit too much. Speaker 2: No. I only take it at night when I go to bed, but during the day I take Advil. Speaker 1: That's, yeah, that's good of you so you don't get hooked on that shit. Speaker 2: Yeah. Speaker 1: That's the last thing your ass needs. [laughter]

Speaker 1: I got staples. I don't know how many. Speaker 2: Oh, I thought it was just they go in with the laser arms. You know what I'm talking about? Them probes? Speaker 1: Yeah. Speaker 2: Oh, yeah. So you're fucking in pain for real. Ugh. What they give you for pain? Speaker 1: Oxycontin. Speaker 2: Yeah, you don't...

Speaker 1: Yeah, but either way, you still got to get opened up. Speaker 2: Yeah. Speaker 1: With the laser from the side? Speaker 2: Yeah, no, they cut you open. Speaker 1: Oh, they cut you open, bro? Speaker 2: Yeah. Speaker 1: Oh, fuck. How many stitches and shit?

to visit people. Then the electrophysiologist came in that was filming at the ward was at this and that and then I went there. Oh. Yeah, so they don't know whether they have to replace...

...went out. So they wanted me just to go to the hospital, you know, and get admitted so they could monitor my heart and all that there. And then this morning at 7:00 in the morning, my cardiologist came, was checking me out and spoke to...

Speaker 1: So they did the surgery and then boom, like go home a couple hours later? Speaker 2: No, the first night was precautionary to make sure because they couldn't monitor me because my thing went rogue. Speaker 1: Ah, so if something were to happen they would...

Speaker 1: Brother... T-Bone! Yeah, so last night, I was smoking like a motherfucker, boy. I got up at 3:00 in the morning, I was leaking. Speaker 2: Yo, so hold on. We went to see you like later in the day, you went to the hospital?

What happened, baby? Could you help me with that?

Oh, that's one nice looking fish.

Speaker 1: Okay, you gotta stay in bed for how long? Speaker 2: [inaudible] I don't know, but I gotta make sure that I, you know, move around and shit. Speaker 1: Okay, so you're not supposed to stay in bed. Okay, good. Speaker 2: No, but I gotta pass out on my back. Speaker 1: Okay. All right, call me back.

Screen: s Supe O BirdsK Move VSL C Next LM S Pro Saras overview Saras Saras Nortl A North + Ascer Ask Gemini O Work o x 2; app.byterover.dev/merlino/merlino/contexts/main/architecture/overview Merlino Merlino Connect / D architecture / D Memory Discord Community Talk with Founder g Docs Contexts Pull requests Settings main v Filter Last Modified about 3 hours ago about 3 hours ago Q Search contexts... > > All context D architecture D overview context. md [21 master_brain_system.md context. md D infrastructure D operations context.md master_brain_system.md Updated by Michael Merlino Michael Merlino Merlino @ Manage Team Add New Team Discord Community t?) Talk with Founder Merlino Merlino Pull requests Settings All context overview context.md master_brain_system.md D overview O duy anh nguyen Book a

Speaker 1: I got a call from them and... Speaker 2: Saying what? Speaker 1: Hello? Hey T-Bone, calling to check up on you. Speaker 3: What's up, man? Speaker 1: How you doing? I mean, hanging in there, you alright? Speaker 3: Yeah, just, you know, hanging. Speaker 1: Okay.

Speaker 1: Brother, call his ass, man. Check up on him. I love Tony. You know I love Tony, right? Huh? I love Tony. Trust me. Why you say that? Bae, what's the Kroger company? Speaker 2: Kroger? Speaker 1: Yeah, what is that? Is that a supermarket?

Speaker 1: Woo! Chef! Forget about the request the data. I'm trying to tell you you gotta ask for what you want in life, baby! Speaker 2: Hey, how's Tony doing? Speaker 3: He's doing good. He's just been doing his stuff and he's been doing his thing. Speaker 2: That's my boy.

[Web Browser Content] Supermemory Console Overview of platform documents, memory graph, and analytics. Documents List: - Skills Lock-In Sprint: Ecosystem - Mission Control Ecosystem Expansion - Agent-Soul-System Conversation - Michael Merlino: Agentic Architecture - Hindsight Agent Memory System - Workflow Operations Report: Fire Usage Statistics: - Plan: Pro ($19/mo) - Memories: 3,522 - Documents: 2,161 - Container Tags: 29 - Search Requests: 7

[Editor Content] Compare memory providers ByteRover commit: 249a1f6 Document LM Studio OpenAI-compatible runtime brv vc status is clean. Important remaining fact: LM Studio has no chat model loaded, only an embedding model. So /v1/responses correctly returns 400 until you load/download a chat model. Also the installed embedding model returns 768 dims, while Master Brain's Supabase vector schema expects 1536, so don't switch production embeddings to it without a schema change or compatible model. File: openai_integration_and_migration.md Code snippet: pip install openai-agents supermemory from agents import Agent, Runner, function_tool from supermemory import Supermemory memory = Supermemory() @function_tool def search_memories(query: str, user_id: str) -> str: results = memory.search.memories(q=query, container_tag=user_id, limit=5) if not results.results: return "No relevant memories found." return "\n".join([r.memory or r.chunk for r in results.results]) ByteRover updates: - Added lmstudio\bin to user PATH for lms. - Reverted accidental generated deletions in .brv/context-tree. - Curated the new OPENAI_BASE_URL / LM Studio support into ByteRover. - Approved, committed, and pushed ByteRover context.

[Web Browser Content] Supermemory Console Setup Guide: Get started by connecting your first integration. 1. Install the package pip install openai-agents supermemory 2. Add your API key Add these environment variables to your project: OPENAI_API 3. Run a test to confirm setup Use this code snippet to test the integration: from agents import Agent, Runner, function_tool from supermemory import Supermemory memory = Supermemory() @function_tool def search_memories(query: str, user_id: str) -> str: results = memory.search.memories(q=query, container_tag=user_id, limit=5) if not results.results:

[Editor Content] LM Studio server is now running on localhost:1234. - GET /v1/models now returns 200. - POST /v1/embeddings works. - Loaded installed embedding model: text-embedding-nomic-embed-text-v1.5. Added C:\lmstudio\bin to user PATH for lms. ByteRover fixed: - Reverted the accidental generated deletions in .brv/context-tree. - Curated the new OPENAI_BASE_URL / LM Studio support into ByteRover. - Approved, committed, and pushed ByteRover context. - ByteRover commit: 249a1f6 Document LM Studio OpenAI-compatible runtime. - brv vc status is clean. Important remaining fact: LM Studio has no chat model loaded, only an embedding model. So /v1/responses correctly returns 400 until you load/download a chat model. Also, the installed embedding model returns 768 dims, while Master Brain's Supabase vector schema expects 1536, so don't switch production embeddings to it without a schema change or compatible model.

from agents import Agent, Runner, function_tool from supermemory import Supermemory memory = Supermemory() @function_tool def search_memories(query: str, user_id: str) -> str: results = memory.search.memories( q=query, container_tag=user_id, limit=5, ) if not results.results: return "No relevant memories found." return "\n".join([r.memory or r.chunk for r in results.results]) agent = Agent( name="assistant", instructions="You are a helpful assistant with memory.", tools=[search_memories], model="gpt-4o", ) result = await Runner.run(agent, "What do you know about me?")

[Web Browser Content] Supermemory Console Skills Lock-In Sprint: Ecosystem Consolidation and Review System Overview: Mike M. is executing the 'Skills Lock-In Sprint' to consolidate all agent skills into a single D:/skills-master/ directory and implement a mobile-first review UI for lifecycle management. Key Skills to Keep: - local-seo-site-builder - merlino-magic-blog - merlino-magic-blog-framework - site-cloner - ripper - sop-site, yt, t2s, and all gsd:* skills. System Goals: - Prioritize a skill review system that syncs to Discord. - Maintain a canonical source of truth at oliver-brain/skills-locked/. - Synchronize across hq.merlinoai.com. Integrations & SDKs: - Supports various frameworks including LangChain, CrewAI, Mastra, Agno, and OpenAI Agents.