Blog
Notes from the work.
Answers to the questions teams are searching for right now, on Salesforce, AI agents, and the process underneath. Dated, sourced, and written by the person who signs the work.
Start from where you are
- 01 Oct 2026
Which Salesforce orgs can your coding agent reach? Give it a scratch org, not a login
The Salesforce DX MCP Server reaches only the orgs you list. What a coding agent can do with a Dev Hub login, the non-GA gate, and the daily scratch org limits.
Frameworks and protocols
US · Global → - 01 Oct 2026
A $20 approval ran as $2,000: make human approval for AI agents cover what runs
A $20 human approval ran as a $2,000 transfer in an A2A test. Why a task ID is not an approval, where it was reproduced, and a swap test to run on your agent.
Frameworks and protocols
US · Global → - 30 Sep 2026
UAE Pass with Salesforce for real estate: where it fits and where it does not
Where UAE Pass fits a Salesforce build for a UAE brokerage or developer: account levels, login, Agentforce limits, green and red use cases, and the law.
Salesforce integration
UAE → - 30 Sep 2026
Salesforce will bill agent MCP and API calls. Seven answers to get before you renew
Salesforce will meter each successful MCP and API call from a registered agent in Flex Credits. What is billed now, which agents count, and what to settle.
Agentforce
US · Global → - 30 Sep 2026
Real estate CRM in Dubai: how to set one up around the way deals move
How a Dubai brokerage sets up a real estate CRM in Salesforce: portal and WhatsApp leads, permits on the record, lead assignment, and when a local CRM fits.
Salesforce implementation
UAE → - 30 Sep 2026
CRM in the UAE: how to choose between Salesforce, HubSpot, Zoho and Bitrix24
How a UAE business picks a CRM: list prices for Salesforce and Bitrix24, the WhatsApp bill, where each vendor hosts data, and a five-question rule.
Salesforce implementation
UAE → - 30 Sep 2026
The AI agent kill switch: UAE CIOs can spot a rogue agent, but few can stop it
UAE CIOs top the 500-agent mark, yet only 5% say they can contain a bad AI agent within two hours. The gap, what DIFC Regulation 10 adds, and a stop drill.
AI governance
UAE · US → - 29 Sep 2026
WhatsApp Business API pricing from 1 October 2026: what a Dubai team pays
From 1 October 2026 Meta bills WhatsApp replies after 1,000 a month per number. What that costs a Dubai team, and the checks to run first.
Voice AI
UAE → - 29 Sep 2026
Salesforce MCP server: switch on the read-only one first, then plan the stop
Salesforce hosted MCP servers run every call as the signed-in user. Which server to enable first, what the audit log names, and how to stop an agent.
Frameworks and protocols
US · Global → - 29 Sep 2026
OpenAI Dots vs Grok Bot: which agent, which workspace, and what it costs
OpenAI Dots, Grok Bot, ChatGPT Space, Work and Cursor cloud agents compared: where each works, what it costs, and what the OpenAI Marketplace changes.
Agents in production
US · Global → - 28 Sep 2026
Agentforce pricing after Dreamforce 2026: price the process, not the agent
Agentforce now bills per action, per resolution, per conversation or per user. How each unit works, and the arithmetic that picks one for your process.
Agentforce
US · Global →