Notes from the field, not a content calendar.
What ACAA Solutions is actually learning building enterprise architecture, CRM transformations, and AI-assisted software - written by the people doing the work.
SalesBleed Is SQL Injection Again (And We Don't Have Bind Variables Yet)
Angela · September 30, 2026
Zenity Labs found three flaws in Salesforce Agentforce, and the way in was a public lead form. This is the same defect we spent the nineties fixing in SQL, except this time we don't have bind variables yet.
What AI Actually Is (From Someone Who Remembers Building "Did You Mean")
Angela · September 7, 2026
I don't think most people really understand what AI is - and that's okay, because it isn't new magic. It's the same interpretation problem I was solving with SQL wildcards and data dictionaries years ago, just handed the ability to actually act.
Claudeforce: What It Actually Changes (and Doesn't, Yet) for Salesforce Customers
Angela · September 4, 2026
Salesforce and Anthropic's new partnership runs in both directions - Claude reasoning inside Salesforce, and Salesforce's live data reachable from inside Claude. Here's what's actually real today, what's still pilot-stage, and where I think the real opportunity sits.
Security and Governance in an Agentic World
Angela · September 2, 2026
The threat model changed from hackers and crawlers to agents mining every layer at once - which means security and governance now have to come before innovation, not after.
Revenue Cloud (Now Agentforce Revenue Management) vs. CPQ: What You're Actually Deciding When You Switch
Angela · August 20, 2026
CPQ still works fine for a lot of companies. Revenue Cloud - recently renamed Agentforce Revenue Management - solves a different, bigger problem, and knowing which one you actually have matters more than the platform choice itself.
Clean Data Is the Foundation AI Actually Runs On
Angela · August 4, 2026
Poor data quality doesn't just produce a bad report anymore - it drives agentic hallucinations, compounding errors, and a quietly eroding ROI case for AI.
VB, SQL, and the Server You Already Have - A Practical Case for On-Prem Data Cleanup
Angela · July 13, 2026
You don't need enterprise ETL tooling to clean data and regenerate load files safely - a Windows server, SQL Server, and VB scripting, done without ever letting the data leave the building.
SQL and Scripting Still Matter - Lessons From Nearly 30 Years of Writing Code
Angela · June 4, 2026
From classic ASP and SQL Server to .NET, Salesforce, and now AI-assisted development - the fundamentals that held up, and why they matter more, not less, in the AI era.