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Screen: Ask Gemini =en&mat=... aa 00 accounts.google.com/info/sess' X Archangel Centers - Google Sei X + Ascend Recovery Center North X c Inbox (35) - media... Businesses Google Archangel Centers B O Work x Al Mode All Images Maps Videos Shopping Forums More • Tools • Your business on Google 11. 4,842 customer interactions Only managers of this profile can see this Sponsored results Bright Futures Treatment https://wwwbrightfuturestreatmentcom/couples/rehab Profile Strength Complete Info Apple Street Ktche Ch .2 See outside Add photos Archangel Centers 34 Google reviews 5.0 Addiction treatment center in Tinton Falls, New Jersey You manage this Business Profile o Save G) Website Directions Call < Share Address: 44 Apple St STE 3, Tinton Falls, NJ 07724 Phone: (732) 889-5400 Hours: Open 24 hours • E

[Web Browser Content] Google Business Profile Manager - Businesses 8 businesses (88% verified) Business List: 1. Archangel Centers - 44 Apple St, Suite 3, Tinton Falls, NJ 07724 (Verified) 2. Archangel Centers Central - 770 US-1, Iselin, NJ 08830 (Verified) 3. Ascend Recovery Center - 4362 Northlake Blvd Suite 117, Palm Beach Gardens, FL 33410 (Verified) 4. Ascend Recovery Center New Mexico Substance Use - 881 Lead Ave SE, Albuquerque, NM 87102 (Permanently closed) 5. Ascend Recovery Center NM - 883 Lead Ave SE, Albuquerque, NM 87102 (Verified) 6. Ascend Recovery Center North Carolina Drug & Alcohol Rehab - 9305 Monroe Rd, Suite A/B, Charlotte, NC 28270 (Pending edits) 7. Ascend Recovery Centers - 4362 Northlake Blvd Suite 217, Palm Beach Gardens, FL 33410 (Permanently closed) Tools: Reviews, Linked accounts, Settings, Support, Search businesses, Create group, Add business.

[Web Browser Content] Ascend Recovery Center North Google Search Local Viking Geogrid Report Google Apps: Gmail, Sheets, Slides, Meet, Docs, Calendar, Gemini

[Chat Transcript] Zoom Meeting Host: Michael Merlino Meeting Room: Michael Merlino's Personal Meeting Room Status: Recording in progress Participants: 11

[Chat Transcript] Michael Merlino: Hey Andrew, hope u good. Did the password change on the email? I cant login after my guy told me it did not work for him. SYzNNhyjDgLGOFDAux36roJK thats the pass we using. Andrew Winegeart: O for media@? Michael Merlino: Yea Andrew Winegeart: Username should be: media@ascendrecoverycenters.com Pass: SYzNNhyjDgLGOFDAux36roJK This is for WP admin on the staging sites Michael Merlino: Sorrt man, I am in barber chair Andrew Winegeart: If you're referring to the media@ email account login, I wasn't the one who granted access, it was likely Henri Michael Merlino: 0k sorry about that and thanks! Sites we accessed no issues thanks for that. I got it, I went to wrong DM chat lol it was Henri. Thanks! Andrew Winegeart: Yes sorry, just didnt want to share passwords publicly Michael Merlino: no that is fine actually no worries.

[Chat Transcript] # client-ascend-behavioral-health-internal Andrew Winegeart: 2 Henri L: BRAND NORTH Messages: - Rehabilitation center - Mental health service - Counselor — 8 (7.84%) - Mental health clinic — 8 (7.84%) - Psychiatrist — 6 (5.88%) - Psychotherapist — 6 (5.88%) - Psychologist — 5 (4.90%) - Family counselor — 4 (3.92%) - Wellness center — 2 (1.96%) - Medical clinic — 2 (1.96%) - Drug testing service — 1 (0.98%) Michael Merlino (11:24 AM): All locations offer mental health @Henri L or only a few or NM? Henri L (11:34 AM): @Michael Merlino Yes, They all offer mental health services. Michael Merlino (11:36 AM): then yes! For sure & those look good (changes) Henri L (11:36 AM): Want me to update them? Or are you on it? Michael Merlino (12:18 PM): You can update them @Henri L thank you. The local Viking account has no credits can we get some please? Henri L (12:19 PM): @Michael Merlino 0k I will update the categories. @Michael Merlino Looking into the LV credits for you Michael Merlino (12:21 PM): Thank you 2x!

[Chat Transcript] Michael Merlino: you online bro? That site might be hacked or dns wrong unless my PC is bugging out GK: Yea. Nah that's just a loading the website is ascend-recovery.netlifly.app. Pw ascend Michael Merlino: https://ascendrecoveryfl.com. Going to set it live tomorrow. this domain is not live? GK: No. I built a new website to put on it the gmb currently links to their parent website. Kindof a mess. Michael Merlino: 0k my bad, then I was expecting a website or "Coming Soon" landing page. no worries, I saw the Vercel site as well. better than nothing! I did the same on like 160 GMBs I had that the sites got lost with a hosting plan so had to start fresh and I was like WP for what lol Michael Merlino (Monday, May 11th): I sent you your first Chaser task — find it in #client-ascend-behavioral-health-internal to acknowledge or complete it.

[Chat Transcript] [Holly] 1:26 PM HeyYo. [Michael Merlino] 1:40 PM Holl [Holly] 2:18 PM added an integration to this channel: URL Health [Michael Merlino] 3:21 PM What is that URL Health I tried to click it but nothing happening. [Holly] 3:33 PM It runs 404 checks on websites. it will run every morning on the ascend sites [Michael Merlino] 3:36 PM ohh nice! [Holly] 3:44 PM Yesterday It looks like whatever list Henri sent you for the citations is the list I have too. I have no idea why they aren't made but my script can't find them [Holly] 5:20 PM removed an integration from this channel: URL Health

[Chat Transcript] WhatsApp Chats Robert Nengasca: Oh I did not log in, that's from a US proxy? User: I use US proxy, but I think it detects because I tried too many attempts to login due to the password incorrect. Robert Nengasca: Try my proxies but wait a little. User: yes Robert Nengasca: ill login later Robert Nengasca: Oh also drop me where we have all sops especially for merlino blog post and seo neo, wiki blast, Short videos. What tool we tell them to use in SOP? Dont talk about Creaitfu cant share that. User: we can start with these stpetersburgmovingcompany.com metalroofingcompa... Craig: were live on youtube: https://www.youtube.com/watch?v=-MnY47xuecl Brian Castello: Niiiice let's go!!!!!!!! Yothat video ip there whar github is he talking about? User: I let me sign in. Robert Nengasca: https://us06web.zoom.us/j/5428890016?pwd=bh2ETeqf8EnLGlNh4raxFwQeWIQ1jY.1

[Chat Transcript] Zoom Meeting Host: Michael Merlino Status: Recording AI Companion has been turned on. Toolbar options: - Audio - Video - Share - Participants - Chat - React - AI Companion - More Meeting Controls: - Invite - Copy invite link (Alt+Shift+I) - Host tools for share - Host tools for participants

[Chat Transcript] Connecting... Zoom Workplace

[Chat Transcript] Michael Merlino's Personal Meeting Room Custom combination Audio Video Stop my video Insta360 Link 2 Always show this preview when joining Backgrounds Start

Screen: O Connecting... zoom Workplace Connecting... x

[Web Browser Content] Zoom Workplace Apps Best match: Zoom Workplace (App) Documents: - Zoom - Zoom Settings: - Henn L Folders: - Photos Search Results: - Zoom Workplace (App) - zoom - See more search results - zoom meeting - zoom download - zoom login - zoom meeting join Actions: - Screenshot - Record new clip - Quit Zoom Workplace Settings: - Magnifier zoom increment - Magnifier settings - Magnifier view - Turn on Magnifier - Magnifier zoom level Photos: - Screenshot 20250925 073607 - Screenshot 20250718 114857

[Chat Transcript] WhatsApp Chats Groups Robert Nengasca: logins. Clients Masterlist: docs.google.com Martina Villa: (Voice message 0:34) Robert Nengasca: (Link: https://docs.google.com/spreadsheets/d/l xGyVniQbLSMgeVzs5dkukxdzPF06bdAE8va) Robert Nengasca: Oh I did not log in thats from a US proxy? Robert Nengasca: Oh also drop me where we have all sops especially for merlino blog post and seo neo Eldar: (Video) CC MM (SEO Chat): Craig: were live on youtube: https://www.youtube.com/watchlv- . -_MnY47xuecl Brian Castello: Niiiice let's go!!!!!!!! Yothat video ip there whar github is he talking about? Shorts that Stick: You: Thats GREAT to hear my man! Roller coaster ride of emotions I can only imagine. I use US proxy. but I think it detects because I tried too many attempt to login due to the password incorrect. Try my proxies but wait a little. yes ill login later Voice call: Accepted on another device Oh also drop me where we have all sops especially for merlino blog post and seo neo Sean: Yo yo yo Brian Kato: 0k give me a few minutes be right there Johnbert: wiki blast. Short videos: What tool we tell them to use in SOP? Dont talk about Creaitfu cant share that we can start with these stpetersburgmovingcompany.com metalroofingcompa...

[Web Browser Content] Google Google Search I'm Feeling Lucky Applying AI towards science and the environment

[Web Browser Content] Hi Brand B media@ascendrecoverycenters.com Enter your password Show password Next Forgot password? English (United States)

[Web Browser Content] Google Accounts Sign-in Choose an account Brand North media@ascendrecoverycenters.com Use another account Remove an account

[Chat Transcript] Henri L (Brand North): Hello Michael, my name is Henri. I handle the Google business profiles. Please let me know when you have time today so I can answer any questions you have regarding GMB. Michael Merlino: Hello, nice to meet you. I think we might have a call at 1 PM but waiting to hear from George. Henri L: Ok, I will make myself available just in case. Thanks! Henri L: @Michael Merlino Let me know if you can chat about the GMBs for Ascend. Local Viking is accessed through: gmb.brandnorth.com with a Brand North mail. The GBP info to access is: media@ascendrecoverycenters.com Password: Ascend123! Michael Merlino: @Henri L Hey my man, Good morning. I am in the gmail and see the GMBs. For Local I tried to log in with the same email and password but it did not work. Henri L: Local Viking needs an @brandnorth email for login. Did you get one? Michael Merlino: Not as of yet no. Henri L: What is your email, I will send you an invite.

[Chat Transcript] # client-ascend-behavioral-health-internal Messages: - Rehabilitation center — 12 (11.76%) - Mental health service — 10 (9.80%) - Counselor — 8 (7.84%) - Mental health clinic — 8 (7.84%) - Psychiatrist — 6 (5.88%) - Psychotherapist — 6 (5.88%) - Psychologist — 5 (4.90%) - Family counselor — 4 (3.92%) - Wellness center — 2 (1.96%) - Medical clinic — 2 (1.96%) - Drug testing service — 1 (0.98%) Michael Merlino (11:24 AM): All locations offer mental health @Henri L or only a few or NM? Henri L (11:34 AM): @Michael Merlino Yes, They all offer mental health services. Michael Merlino (11:36 AM): then yes! For sure & those look good (changes) Henri L (11:36 AM): Want me to update them? Or are you on it? Michael Merlino (12:18 PM): You can update them @Henri L thank you. The local Viking account has no credits can we get some please? Henri L (12:19 PM): @Michael Merlino Ok I will update the categories. @Michael Merlino Looking into the LV credits for you Michael Merlino (12:21 PM): Thank you 2x!

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Speaker 1: Hey Martina, I just got in. Got a new thing going on. I'm about to get hit by a charge, charge, charge, charge, so the API credits, I'm gonna cancel. Let me know, make sure that I don't get charged that 299 again.

[Web Browser Content] Ascend Recovery Center North X Hi Brand media@ascendrecoverycenters.com Enter your password Wrong password. Try again or click "Forgot password?" for more options. Show password Forgot password? Next

[Editor Content] Your desktop is currently shared with mike@merlinomarketing.com Stop Sharing

[Web Browser Content] English (United States) Next Forgot password? Enter your password Show password B media@ascendrecoverycenters.com Hi Brand

[Web Browser Content] Sign in - Google Accounts Sign in with your Google Account. This account will be available to other Google apps in the browser. Email: media@ascendrecoverycenters.com

[Web Browser Content] Hi Brand media@ascendrecoverycenters.com Enter your password Next Forgot password?

[Web Browser Content] This profile is managed Brand: ascendrecoverycenters.com Sync is paused Sign in again Passwords and autofill Customize profile Google services settings Other Chrome profiles: - Ava (avaeamerlino@gmail.com) - Better Map (bettermaprankings.com) - Buy The (buythehourmovers.com) - CTR (ctrgeeks.com) - CTR Geeks (DFY ctrgeeks.com) - Damjan (merlinomarketing.com) - Flat Fee (flatfeemovers.com) - Flat Fee (flatfeemovers.net) - Flat Fee House Cleaners Sarasota (flatfeeho...) - greengrid (greengridgoblinsmastermind20...) - Kaboom (kaboomseo.com) - Kaboom (Support kaboomseo.com) - a (karmamovers.com) - Live That

[Web Browser Content] Google Signed out - syncing is paused media@ascendrecoverycenters.com Your bookmarks, history, passwords, and more are no longer being synced to your account but will remain on this device. Sign in to start syncing again. Verify it's you To help keep your account secure, Google needs to verify it's you. Please sign in again to continue.

[Email Content] Follow up to your business profile Query [1-9446000041330] From: googlebusinessprofile-support@google.com To: Henri Hi Henri, I am Charan from the Google Business Profile Support team. Thank you for contacting us! This email is in reference to your business profile "Ascend Recovery Centers, 4362 Northlake Blvd suite 217, Palm Beach Gardens, FL 33410, United States". I'm routing your query to a specialist on another team who is best equipped to address your question. You should hear from us soon. If you'd like further assistance on this issue, reply to this email. For help with any other issues, you can always reach us via our Help Center. Thank you, Charan

Screen: Inbox (33) - media@ascendrecc X Ascend Recovery Center North X 2; mail.google.com/mail/u/0/?tab=rm&ogbl#inbox aa 00 Mail Chat Meet Inbox (35) - media... Businesses Q Ask Gemini 1-50 of 68 v Gmail Compose Inbox Starred Snoozed Sent Drafts Categories More Search mail c googlebusin., me 4 noreply noreply noreply 2 googlebusin., me 2 noreply noreply-analytics Google 2 googlebusinessprofi. Google Business Pro. googlebusinessprofi. noreply googlebusinessprofi. Google Business Pro. Google Business Pro. O 33 Labels [1-3953000040420] Follow up to your chat - Hi Henri, We have received a request regarding your profile "Ascend Recovery Center New Mexico Your geogrids are ready! - Logo All Geogrids 14 Credits spent 2366 1st Time Top 3 5 2nd+ Time Top 3 6 Ascend Recovery Center North Carolina D... Rese

@Michael Merlino We've created WP Admin users for all 4 Ascend staging environments. Please confirm the login works and let me know if you have any issues. You can change the password if you would like. Username: media@ascendrecoverycenters.com Password: SYzNNhyjDgLG0FD^ux36roJK Links to all 4 staging sites: Ascend New Mexico: https://wordpress-1210694-6413225.cloudwaysapps.com/ Archangel Centers: https://wordpress-1210694-6413283.cloudwaysapps.com/ Ascend North Carolina: https://wordpress-1210694-6413237.cloudwaysapps.com/ Ascend Main Site: https://wordpress-1210694-6413266.cloudwaysapps.com/

Screen: New Tab aa 00 Ascend Recovery Center North G c Inbox (35) - media.. Businesses Ask Gemini q Al Mode Gmail O B Work x Google Ask Google Inbox (33) https://ascendr... Google Sheets Directory Backli... Google Docs Michael Merlino Al Mode Show more Images Customize Chrome Gmail Images Google Ask Google Al Mode Google Drive Word press Access You modified in the past week Copy of Arch / Ascend Social Library You opened in the past week Ascend/Archangel GMB/CTM Confirmation You opened in the past week Arch / Ascend Social Library VOI nnonoH in tho nact Customize Chrome

[Web Browser Content] Ascend Recovery Center North Carolina Drug & Alcohol Rehab, Partial Hospitalization Program, Intensive Outpatient Program Your business on Google - 2,324 customer interactions - Edit profile, products, services, photos - Performance metrics - Confirm holiday hours (Memorial Day) Business Details: - Name: Ascend Recovery Center North Carolina Drug & Alcohol Rehab - Rating: 4.9 (67 Google reviews) - Address: 9305 Monroe Rd Suite A/B, Charlotte, NC 28270 - Phone: (704) 368-0525 - Website: ascendrecoverycenter.com - Hours: Open 24 hours

[Command-Line Output] cd /d/Ecosystem/agent-memory Searching all agent memories for: Supabase pgvector (3 hits) python agent-memory.py search "Supabase memory pipeline" --limit 3 Shell cwd was reset to D:\ClaudeDev [honcho] post-tool-use: Ran: cd /d/Ecosystem/agent-memory (success) PostToolUse: Bash says: Fully working. Both stores now return relevant hits: Supabase pgvector: 3 hits with 49-51% similarity (top hit nails the exact memory about Supabase swap) Mem0 long-term: 10 hits fanning out beyond pgvector's scope Final state — everything fixed: Component | Status Mem0 MCP server | Connected (mcp__mem0__* tools live) memz MCP | Removed OpenAI key (master file) | Active, env var no longer shadows Gemini key | Refreshed, saved for other uses (Nano Banana, Gemini CLI) agent-memory.py embed engine | OpenAI text-embedding-3-large (3072-dim) cmd add mirrors to Mem0 | Auto on every write cmd_search_all queries both stores | Working 43 old Supabase rows re-embedded | All 43 in OpenAI vector space Memory layer is whole again. Memz is gone. No drift. [honcho] response: saved response (851 chars)

I am in your mastermind yes - but I want to put her in if we can. Samantha Little slittle@resonatemarketing.com I need her close to your strategies as she can help me move business your way faster than I can do it on my own!

[Command-Line Output] [INFO] main: Running collection: events [events] Starting incremental sync... Request: GET https://fvozafykwnkuaoofcbz.supabase.co/rest/vl/pteces_sync_wat Found 2121 events in Pieces OS Processing 1000/2121... Processing 2000/2121... Assembled 308 records (0 empty, 1813 stale/watermarked) [INFO] main: INGESTION COMPLETE Baseline rows: 25150 Final rows: 25858 Net new rows: 708 Summary written: D:\ClaudeDev\00_GITHUB\pteces-tntegratton\tngester\logs\tngest-all-20260513T160003Z.json

[Command-Line Output] 2026-05-13 12:00:42 [INFO] httpx: HTTP Request: POST https://fvozafykwnkuaoofcbz.supabase.co/rest/v1/memories... HTTP/2 201 Created 2026-05-13 12:00:24 [INFO] col.websites: [websites] Inserted: 109 | Skipped (dupe): 77 2026-05-13 12:00:24 [INFO] main: Collection websites complete 2026-05-13 [INFO] main: Running collection: hints 2026-05-13 [INFO] col.hints: [hints] Starting incremental sync... 2026-05-13 [INFO] col.hints: Found 3813 hints in Pieces OS 2026-05-13 [INFO] col.hints: [hints] Inserted: 293 | Skipped (dupe): 30 2026-05-13 [INFO] main: Collection hints complete 2026-05-13 [INFO] main: Running collection: events 2026-05-13 [INFO] col.events: [events] Starting incremental sync... 2026-05-13 [INFO] col.events: [events] Found 2121 events in Pieces OS 2026-05-13 [INFO] col.events: [events] Processing 1000/2121...

[Command-Line Output] Running collection: tags Starting incremental sync... HTTP Request: GET https://fvozafykwnkuaoofcbz.supabase.co/rest/v1/pieces_sync_watermark Found 1641 websites in Pieces OS Assembled 186 records (0 empty, 1455 stale/watermarked) HTTP Request: POST https://apt.openat.com/v1/embeddings HTTP Request: POST https://fvozafykwnkuaoofcbz.supabase.co/rest/v1/memories Collection tags complete: 96 inserted, 193 skipped (dupe) Running collection: persons Starting incremental sync... Found 415 persons in Pieces OS Assembled 69 records (48 empty, 298 stale/watermarked) Collection persons complete: 20 inserted, 49 skipped (dupe) Running collection: websites Starting incremental sync... Collection websites complete: 109 inserted, 77 skipped (dupe)

Screen: 2026-05-13 2026-05-13 2026-05-13 2026-05-13 2026-05-13 2026-05-13 13T160003Z. log 2026-05-13 main: ==---- 061 061 main: =---- [INFO] [INFO] [INFO] [INFO] [INFO] [INFO] [INFO] main: main: main: main: main: Pieces OS -4 Memz Ingester Mode: incremental Collection: all active Dry run: False Log file: D:\ClaudeDev\00_GITHUB\pteces-tntegratton\tngester\logs\tngest-all-202605 2026-05-13 12:00:03,839 [INFO] httpx: HTTP Request: GET https://fvozafykwnkuaoofcbz.supabase.co/rest/vl/pteces_sync_wat ermark?select=collectton&ltmtt=l "HTTP/2 200 0K" 2026-05-13 [INFO] watermark: Watermark table available: pieces_sync_watermark 2026-05-13 [INFO] httpx: HTTP Request: GET https://fvozafykwnkuaoofcbz.supabase.co/rest/vl/memortes?select "HTTP/2 206 Partial Content' 026-05-13 [INFO] main: Memz baseline row coun

[Command-Line Output] Bash(cd /d/Ecosystem/agent-memory && Searching all agent memories for: Supabase pgvector (3 hits) python agent-memory.py search "Supabase memory pipeline" --limit 3 PostToolUse:Bash says: Fully working. Both stores now return relevant hits: Supabase pgvector: 3 hits with 49-51% similarity Mem0 long-term: 10 hits fanning out beyond pgvector's scope Final state: Component | Status Mem0 MCP server | Connected (mcp__mem0__* tools live) memz MCP | Removed OpenAI key (master file) | Active, env var no longer shadows Gemini key | Refreshed, saved for other uses agent-memory.py embed engine | OpenAI text-embedding-3-large (3072-dtm) cmd add mirrors to Mem0 | Auto on every write cmd_search_all queries both stores | Working 43 old Supabase rows re-embedded | All 43 in OpenAI vector space Memory layer is whole again. Memz is gone. No drift.

Google Calendar Event: Jose Rodriguez at Fresko Fadez2: Adult haircut Status: confirmed Start: 2026-05-13T12:00:00-04:00 End: 2026-05-13T12:30:00-04:00 Organizer: Michael Merlino (mike@merlinomarketing.com) Link: https://www.google.com/calendar/event?eid=Y29vM2NjcjM2MWlqOGI5bjcwc204YjlrY29wbTZiYjE2NWk2Y2JiMTY4cWpjYzMzNm9vajhjcGk2MCBtaWtlQG1lcmxpbm9tYXJrZXRpbmcuY29t

[Command-Line Output] Bash(cd /d/Ecosystem/agent-memory && Searching all agent memories for: Supabase pgvector (3 hits) python agent-memory.py search-all "Supabase memory pipeline" --limit 3 Shell cwd was reset to D:\ClaudeDev [honcho] post-tool-use -4 captured: Ran: cd /d/Ecosystem/agent-memory (success) PostToolUse: Bash says: Fully working. Both stores now return relevant hits: Supabase pgvector: 3 hits with 49-51% similarity Mem0 long-term: 10 hits fanning out beyond pgvector's scope Final state — everything fixed: Component | Status Mem0 MCP server | Connected (mcp__mem0__* tools live) memz MCP | Removed OpenAI key (master file) | Active, env var no longer shadows Gemini key | Refreshed, saved for other uses (Nano Banana, Gemini CLI) agent-memory.py embed engine | OpenAI text-embedding-3-large (3072-dtm) cmd add mirrors to Mem0 | Auto on every write cmd_search_all queries both stores | Working 43 old Supabase rows re-embedded | All 43 in OpenAI vector space Memory layer is whole again. Memz is gone. No drift.

Screen: bash * Sautéed for 15s x bash x bash so do what you re3commend hwa tyare you waiting for [honcho] user-prompt injected conclusions (cached) L UserPromptSubmtt says: Write( D : /Ecosystem/agent-memory/ reembed-openat . py ) L Wrote 69 lines to .. . py #!/usr/btn/env python3 1 2 " " "Re-embed all rows in agent _ memories with the current OpenAI model. 3 One-shot migration: pulls every row, re-embeds the text under 4 text-embedding-3-large ( -dim), PATCHes the row, stamps metadata. embed _ model. 5 3072 6 7 import importltb.uttl 8 import j son 9 import 10 sys +59 lines (ctrl+0 to expand) [honcho] post-tool-use -4 captured: Wrote D:\Ecosystem\agent-memory\reembed-openat.py (defines function fetch_all_rows) L PostToolUse:Wrtte says: Bash(cd /d/Ecosystem/agent-memory && python reembed-openat.py

[Web Browser Content] OpenAI API Playground Home | Create | Chat | Agent Builder | Audio | Images | Videos | Assistants | Codex Manage: Usage, API keys, ChatGPT Apps, Logs, Storage, Batches, Optimize, Evaluation, Fine-tuning Notice: The Sora video generation models and Videos API are deprecated and will shut down on September 24, 2026. See the deprecations page for details. Videos: Describe what you want to see... Model: sora-2 History

I guess. I.

[Web Browser Content] Michael Merlino Codex - OpenAI API Build an app with the Responses API: Create a campaign studio that turns a brief into polished copy and generated visual directions. Build an agent with the Agents SDK: Create a launch-planning agent with a frontend, useful tools, and observability hooks. Build a realtime audio app: Make a voice-first worldbuilding companion with low-latency audio interactions. Improve an existing app: - Upgrade to the latest model: Create a no-code-change plan to modernize model/API usage while preserving behavior. - Optimize my API implementation: Create a no-code-change optimization plan for quality, latency, reliability, and cost. - Migrate from Responses API to Agents SDK: Create a no-code-change migration plan for whether and how to move to the Agents SDK.

[Editor Content] Codex What should we build in master-brain? Inspect this repository's OpenAI integration and create a plan to upgrade to the latest recommended model and API patterns for this app. Do not change code. Please: - Find all OpenAI SDK calls, model names, prompt construction, streaming paths, structured outputs, tool usage, and tests. - Identify outdated model usage or legacy API patterns. - Recommend the safest current API path for this app, such as Responses API for general multimodal/tool-using workflows, Agents SDK for agentic orchestration, or Realtime API for low-latency voice experiences. - Produce a step-by-step implementation plan that preserves behavior and public interfaces where possible. - Flag risky changes, compatibility concerns, and areas that need manual review. - Recommend the tests, fixtures, and docs that should be added or updated. - Finish with a concise migration plan, risk notes, and a validation plan I can run locally. Documentation: - If the OpenAI Docs skill is available, use it to verify the latest OpenAI API guidance before implementing. - If the OpenAI Docs skill is not available, install the OpenAI Docs skill and use it. - If the OpenAI Docs skill cannot be installed or used, use web search to search the latest OpenAI developer documentation on developers.openai.com/api. - Reference https://developers.openai.com/api/docs/models for guidance on the latest models to use. Frontend: - If the Frontend skill is installed, use it for frontend implementation and polish. - If the Frontend skill is not installed, install the Frontend skill and use it.

[Web Browser Content] Codex - OpenAI API Build a new app: - Build an app with the Responses API: Create a campaign studio that turns a brief into polished copy and generated visual directions. - Build an agent with the Agents SDK: Create a launch-planning agent with a frontend, useful tools, and observability hooks. - Build a realtime audio app: Make a voice-first worldbuilding companion with low-latency audio interactions. Improve an existing app: - Upgrade to the latest model: Create a no-code-change plan to modernize model/API usage while preserving behavior. - Optimize my API implementation: Create a no-code-change optimization plan for quality, latency, reliability, and cost. - Migrate from Responses API to Agents SDK: Create a no-code-change migration plan for whether and how to move to the Agents SDK.

Inspect this repository's OpenAI integration and create a plan to upgrade to the latest recommended model and API patterns for this app. Do not change code. Please: - Find all OpenAI SDK calls, model names, prompt construction, streaming paths, structured outputs, tool usage, and tests. - Identify outdated model usage or legacy API patterns. - Recommend the safest current API path for this app, such as Responses API for general multimodal/tool-using workflows, Agents SDK for agentic orchestration, or Realtime API for low-latency voice experiences. - Produce a step-by-step implementation plan that preserves behavior and public interfaces where possible. - Flag risky changes, compatibility concerns, and areas that need manual review. - Recommend the tests, fixtures, and docs that should be added or updated. - Finish with a concise migration plan, risk notes, and a validation plan I can run locally. Documentation: - If the OpenAI Docs skill is available, use it to verify the latest OpenAI API guidance before implementing. - If the OpenAI Docs skill is not available, install the OpenAI Docs skill and use it. - If the OpenAI Docs skill cannot be installed or used, use web search to search the latest OpenAI developer documentation on developers.openai.com/api. - Reference https://developers.openai.com/api/docs/models for guidance on the latest models to use. Frontend: - If the Frontend skill is installed, use it for frontend implementation and polish. - If the Frontend skill is not installed, install the Frontend skill and use it.