Vernon Keenan
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Vernon Keenan
@vkeenan.bsky.social
Industry analyst specializing in enterprise applications and Salesforce, with a focus on AI-driven innovations. Seeking connections in Salesforce AI projects. Read more at SalesforceDevops.net
🚀 Salesforce just dropped eVerse — a full-blown enterprise simulation framework for AI agent training.
From synthetic data to RLHF, it’s how Agentforce learns to think like your org.
➡️ Read the full breakdown:

salesforcedevops.net/index.php/20...
Salesforce AI Research Unveils eVerse: Enterprise Simulation Framework for Agent Training - SalesforceDevops.net
Salesforce unveils eVerse, an enterprise AI simulation framework for training and stress-testing agents through synthetic data and RLHF.
salesforcedevops.net
November 14, 2025 at 4:20 PM
🚀 Big moves in India's Salesforce ecosystem:
Copado appoints Gaurav Kheterpal as Chief Evangelist & opens Jaipur HQ. With 70% of Copado's 100K+ community based in India, this expansion signals where DevOps innovation is heading. salesforcedevops.net/index.php/20...
Copado Doubles Down on India with New Chief Evangelist, Jaipur Headquarters - SalesforceDevops.net
Copado appoints Gaurav Kheterpal as Chief Evangelist and opens Jaipur headquarters as AI transformation drives DevOps demand across India.
salesforcedevops.net
October 27, 2025 at 5:04 PM
🚨 salesforce just admitted what the industry won't say out loud: nobody has solved AI agent orchestration yet 🤯 But with Slack as the "Agentic OS" 💬 they might have found a trail through uncharted territory 🗺️https://salesforcedevops.net/index.php/2025/10/13/salesforce-unveils-agentforce-360/
October 13, 2025 at 7:22 PM
🚀 Salesforce rebrands Code Builder as Agentforce Vibes, embedding AI-powered "vibe coding" directly into every paid org. 40K+ monthly users already generating 1M+ lines of production code. But can natural language replace traditional DevOps? Analysis:

salesforcedevops.net/index.php/20...
Agentforce Vibes: Salesforce Expands Vibe Coding to the Enterprise - SalesforceDevops.net
Salesforce transforms Code Builder into Agentforce Vibes, bringing enterprise-ready AI vibe coding with DevOps governance to every paid org.
salesforcedevops.net
October 2, 2025 at 6:53 PM
🚀 Slack is turning conversations into enterprise AI infrastructure. New Agent-Ready APIs = governed data access, inline actions, and an agent marketplace.

👉 Are you ready for the Slack-first enterprise?

salesforcedevops.net/index.php/20...
Slack Agent-Ready APIs: Conversations as Enterprise AI Infrastructure - SalesforceDevops.net
Slack launches Agent-Ready APIs to turn conversations into enterprise AI infrastructure with secure, governed access and agentic workflows.
salesforcedevops.net
October 1, 2025 at 7:02 PM
🚀 MuleSoft Agent Fabric moves AI from demos to enterprise infrastructure. “There’s no playbook for scaling agents, no ‘Agents for Dummies.’ Enterprises are improvising as they go … only a handful are beyond experiments.” – Andrew Comstock, SVP MuleSoft salesforcedevops.net/index.php/20...
MuleSoft Agent Fabric: Turning AI Agents Into Enterprise Infrastructure - SalesforceDevops.net
Salesforce’s MuleSoft Agent Fabric moves AI agents from experiment to enterprise infra, with governance, testing, and DevOps integration.
salesforcedevops.net
September 25, 2025 at 5:10 PM
🚀 Crossing the AI “Activation Energy” barrier is the key to moving from pilots to production.
Chris Pearson, Keenan Vision researcher: “AI projects only succeed once enough activation energy—data, governance, and readiness—has been built up.”
#AI

salesforcedevops.net/index.php/20...
The Activation Energy Crisis: Why AI Projects Die and What Partners Must Do About It - SalesforceDevops.net
Why AI projects stall between pilot and production—and how consulting partners can overcome the activation energy barrier to deliver success.
salesforcedevops.net
August 26, 2025 at 1:58 PM
🧠 "Cognitive DevOps" is here:
✅ Metadata-first context (not screenshots!) ✅ Bounded UI actions with guardrails
✅ Audit trails for compliance
Metazoa Snapshot shows how AI can accelerate #Salesforce orgs without sacrificing control
#DevOps #AIDevOps

salesforcedevops.net/index.php/20...
Metazoa Snapshot: MCP Workstations for Salesforce Org Management - SalesforceDevops.net
Metazoa Snapshot introduces secure MCP workstations for Salesforce org management with AI-driven metadata intelligence.
salesforcedevops.net
August 25, 2025 at 1:53 PM
🔴 If you manage Salesforce orgs, you need to read this NOW! Scattered Spider's vishing playbook + ShinyHunters' extortion infrastructure = your CRM data on Telegram 👇 #Trailblazer #SaaS #SSPM #SalesforceOhana #EnterpriseSecurity

salesforcedevops.net/index.php/20...
Salesforce Customers Fall Victim as ShinyHunters and Scattered Spider Join Forces - SalesforceDevops.net
ShinyHunters and Scattered Spider exploit Salesforce OAuth flows through sophisticated vishing campaigns, bypassing MFA to steal CRM data.
salesforcedevops.net
August 17, 2025 at 3:56 PM
🚀 Copado's Org Intelligence turned DevOps agents into metadata-aware assistants. Real-time org discovery, dependency mapping. Not revolutionary yet, but the foundation for conversational Salesforce DevOps is here. 🔍 #SalesforceDevOps

salesforcedevops.net/index.php/20...
Copado 'Org Intelligence' Brings Metadata Awareness to Conversational DevOps - SalesforceDevops.net
Copado Org Intelligence brings real-time metadata awareness to Salesforce DevOps agents, enabling conversational org discovery.
salesforcedevops.net
August 14, 2025 at 6:47 PM
💡 The future of Salesforce admin work is here! @CirraAI Hosted MCP Server lets you describe what you want in plain English, and AI handles the implementation - from metadata changes to workflow coordination 🔄✨ $CRM #CognitiveDevOps #OverlayAI

salesforcedevops.net/index.php/20...
Cirra AI Salesforce Admin MCP: A Real Overlay AI Moment for the Ecosystem - SalesforceDevops.net
Cirra AI launches the first commercial Salesforce Admin MCP server, enabling AI assistants to automate admin tasks through natural language.
salesforcedevops.net
August 13, 2025 at 4:32 PM
🌌 In physics, massive objects bend spacetime.
💾 In IT, massive datasets bend architecture.
Your 5TB in Microsoft 365 isn't just storage—it's a gravitational well reshaping your entire AI strategy. Understand the physics of platform lock-in 🔒👇

salesforcedevops.net/index.php/20...
The Invisible Force Determining Your AI Future: Understanding Data Gravity - SalesforceDevops.net
Data gravity shapes enterprise AI strategy. Why moving compute to data beats data to compute; how platforms weaponize physics for lock-in.
salesforcedevops.net
July 30, 2025 at 6:18 PM
$CRM hits 1M Agentforce conversations on help.salesforce.com with 85% autonomous resolution rate—far exceeding industry's 60-80% average. Human handoff dropped from 26% to 5% in 9 months. look at how "content collisions" nearly derailed the project:

salesforcedevops.net/index.php/20...
Help And Training Community
help.salesforce.com
July 14, 2025 at 1:31 PM
🔌 Agentforce 3 now speaks Model Context Protocol—think “USB-C for AI.” Instantly connect agents to AWS, Box, Stripe & 30+ partners with zero custom code while retaining Salesforce-grade security and governance. Get the full story ➡️

salesforcedevops.net/index.php/20...
Salesforce Agentforce 3: Building the Production Infrastructure for Enterprise AI Agents - SalesforceDevops.net
Salesforce Agentforce 3 introduces Command Center observability, MCP, and an enhanced Atlas architecture for enterprise AI agents
salesforcedevops.net
June 23, 2025 at 9:07 PM
🧠💻 Think like a Tech Lead, not a coder.
Managing AI agents isn’t about writing code—it’s about orchestration.
Learn how to direct AI like a team of junior devs and transform chaos into velocity.
#AIAgents #DevOps #LLM #TechLeadership

salesforcedevops.net/index.php/20...
The Secret to Managing AI Coding Agents: Think Like a Tech Lead, Not a Coder - SalesforceDevops.net
Learn how to manage AI coding agents like a Tech Lead using documentation-first strategies to streamline the entire SDLC.
salesforcedevops.net
June 4, 2025 at 4:24 PM
🚀 Big news from Salesforce! Slack now embedded directly into CRM, transforming collaboration with built-in AI agents. Unify conversations, data, and digital teamwork seamlessly. #SalesforceSlack #AI #CRM #DigitalCollaboration salesforcedevops.net/index.php/20...
Salesforce Embeds Slack Directly Into CRM, Creating Collaboration Space with AI Agents - SalesforceDevops.net
Salesforce integrates Slack into CRM, creating AI-enhanced collaboration spaces that merge customer data with team conversations.
salesforcedevops.net
June 3, 2025 at 3:22 PM
📊 Salesforce's AI dreams hit a data reality check.
Despite strong Q1 numbers, investors see risk in Informatica’s aging tech stack and costly integration.
Why this could redefine enterprise AI adoption
#CRM #AIagents #EnterpriseAI #SalesforceEarnings

salesforcedevops.net/index.php/20...
Salesforce Doubles Down on Data Infrastructure with $8B Informatica Buy as AI Agent Momentum Builds - SalesforceDevops.net
Wall Street reacts cautiously to Salesforce’s Informatica acquisition and Agentforce strategy despite strong earnings.
salesforcedevops.net
May 29, 2025 at 2:11 PM
📊🔍 Salesforce continues its AI agent push with Convergence.ai buyout. The technology enables autonomous navigation of complex digital environments without traditional integrations. What this means for customers and competitors: #TechAcquisition

salesforcedevops.net/index.php/20...
May 16, 2025 at 1:51 PM
📊 Breaking: Salesforce introduces Flex Credits at $0.10/action, but our data reveals critical forecasting gaps remain. Will consumption-based pricing limit #VirtualEmployee adoption in mid-market? 🧮 #AIGovernance salesforcedevops.net/index.php/20...
Salesforce Shifts to Agentforce Flex Credits: Addressing Adoption Barriers, But Challenges Remain - SalesforceDevops.net
Salesforce replaces $2 conversation pricing with $0.10 per action Flex Credits, addressing costs but leaving governance challenges.
salesforcedevops.net
May 15, 2025 at 5:17 PM
🚨 Breaking: Salesforce enters HR tech 🧠💼
Agentforce for HR is here—AI-powered, Slack-native, and ready to rival ServiceNow.
🔗 salesforcedevops.net/index.php/20...
#HRTech #AI #Salesforce #Agentforce
Salesforce Extends AI Strategy Into HR, Challenging ServiceNow With Workday Partnership - SalesforceDevops.net
Salesforce launches Agentforce for HR, using AI and Slack to streamline HR services and rival ServiceNow with Workday integration.
salesforcedevops.net
May 6, 2025 at 4:28 PM
🚨 New on SalesforceDevops.net: Gearset posts 49% revenue growth in 2024, driven by enterprise DevOps adoption and platform expansion. Analyst insights on where this growth is heading next.
🔗 salesforcedevops.net/index.php/20...
#SalesforceDevOps #Gearset #DevSecOps
Gearset Accelerates into 2025 with 49% Revenue Growth and Enterprise Momentum - SalesforceDevops.net
Gearset reports 49% revenue growth in 2024, driven by enterprise adoption, platform expansion, and new Salesforce DevSecOps capabilities.
salesforcedevops.net
April 24, 2025 at 7:47 PM
🧠🤖 Cognitive DevOps is here! Opsera AI agents are reshaping how enterprises manage complex SaaS environments. $20M Series B says it’s working. #CognitiveDevOps #SaaS

salesforcedevops.net/index.php/20...
Opsera Raises $20M in Series B Funding to Advance AI-Driven DevOps Automation - SalesforceDevops.net
Opsera raises $20M to expand AI-driven DevOps automation, using Hummingbird AI agents to simplify enterprise toolchains like Salesforce.
salesforcedevops.net
April 17, 2025 at 4:36 PM
📊🔧 DevOps + Security = ❤️ when @autorabit Guard joins the team.
⚡ Near‑real‑time drift rollback
🤝 Feeds any SOC/SOAR
✅ Zero @Salesforce Shield required
Explore the first SSPM built for Salesforce ➡️

salesforcedevops.net/index.php/20...
AutoRABIT Guard breaks new ground: the first Salesforce DevOps Platform with SSPM - SalesforceDevops.net
Discover how AutoRABIT Guard delivers automated Salesforce security posture management for DevOps teams, outclassing the competition.
salesforcedevops.net
April 16, 2025 at 7:38 PM
🚨 Data confidence is plummeting.
📉 Only 40% of leaders trust their data’s reliability.
🤖 Enter #TableauNext — powered by Agentic Analytics. AI agents are here to reason with your data, not just report it.
#Salesforce #AI #DataLiteracy #Analytics

salesforcedevops.net/index.php/20...
Salesforce Unveils Tableau Next: AI Agents Transform Data Analytics for Business Leaders - SalesforceDevops.net
Salesforce's Tableau Next uses AI agents to deliver boosts data confidence with analytics, helping leaders make faster, smarter decisions.
salesforcedevops.net
April 15, 2025 at 5:08 PM
✨ AI commoditization = new entrepreneurial boom! Small teams now rival global consultancies by mastering domain-specific AI integration. Ready to ride the New Intelligence Gradient? #AIintegration #Innovation

salesforcedevops.net/index.php/20...
Navigating the New Intelligence Gradient: Opportunities in the Age of AI Commoditization - SalesforceDevops.net
Over recent months, my research into Virtual Employee (VE) Economics has painted a concerning picture: AI-driven automation threatens to dismantle traditional employment pathways faster than new ones ...
salesforcedevops.net
April 14, 2025 at 2:36 PM