# The Seven Dimensions of Impact
## What ten landmark systems teach us about building software that matters in the AI era
Writing
Everything I've written — on Medium, Blogger, Forbes, and here. Automatically kept in sync daily.
18 posts · 10 Medium · 4 Blogger · 4 Forbes · 0 here
Automation Everywhere: AI Is Reshaping Every Profession
From doctors and lawyers to teachers and engineers, AI is becoming the new operating layer for how humans work on computers.
The Future of IT Industry (Next 10 Years):
AI Will Change Everything — Except the Only Thing That Actually Matters
The Quiet Protocol Changing How Enterprises Deploy AI in Salesforce
Every few years, a seemingly boring technical standard quietly rewires how enterprises build software. HTTP did it for the web. OAuth did it for identity. USB did it for peripherals. Today, a young protocol called MCP — the Model Context Protocol — is doing the same thing for AI agents, and it is landing squarely in the middle of the Salesforce ecosystem.
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No manual setup. No config reading.
Claude Opus 4.7 Landed. The Benchmarks Are Nice. The Real Story Is Elsewhere.
A practitioner’s look at what actually changed — and why three quiet design decisions matter more than the headline numbers.
Building MCP Servers: The Enterprise Architect’s Field Guide
What you need to know before you let an AI agent touch production — and what you will regret skipping
The Mythos Model: Why Parallel AI Architectures Will Redefine Software — and Why Impact Still Wins
When Anthropic announced Claude Mythos Preview on April 8, 2026, most of the coverage fixated on the headline numbers: thousands of zero-day vulnerabilities discovered across major operating systems and browsers, a 27-year-old bug surfaced in OpenBSD, individual exploits produced for under $50, and a full OpenBSD scan completed for less than $20,000.…
The Mythos Signal
On April 7, 2026, Anthropic announced its most capable model, Claude Mythos, and simultaneously declined to release it. This is the first time a major AI lab has restricted access to a flagship model on the stated basis of cybersecurity risk.…
Salesforce Just Went Headless. Now Comes the Hard Part.
By a practicing enterprise architect — 19x Salesforce Certified, 2x AWS Certified, IEEE Senior Member, Forbes Technology Council Member
How Salesforce And AWS Architects Should Think About The Next Phase Of AI
As AI shifts from a feature you bolt onto applications to a force that redraws where decisions get made, the enterprise architect's job description is quietly changing. This piece looks at how Salesforce and AWS architects can rethink the boundaries between systems, responsibilities, and accountability when intelligent agents sit at the middle of the stack.
How Context Engineering And Prompt Engineering Reduce Hallucinations
Most hallucinations aren't a model problem — they're a conditions problem. This piece argues that the fastest path to trustworthy enterprise AI isn't a smarter model; it's deliberate design of the context, retrieval, and guardrails around the prompt. A practical look at what 'context engineering' actually means and where it earns its keep.
How Platform Ecosystems Shape Architect Thinking—And Why It Matters
The enterprise architect is no longer picking a stack; they're navigating an ecosystem. This article unpacks how the rise of platform ecosystems (Salesforce, AWS, Azure, and friends) is reshaping the architect's mental model — from single-system design to cross-cloud, cross-constraint trade-offs that weigh business outcome as heavily as technical elegance.
Prompt Engineering: The Strategic Lever Behind AI Agent Success
Prompt engineering has been quietly rebranded as a productivity hack, but for enterprise AI agents it's the scaffolding that determines whether the system delivers value or noise. This piece reframes prompt design as a strategic discipline: how to structure context, intent, and constraints so large models behave reliably inside production workflows.
Salesforce Spring 16 Questions Maintainence Exam
Hi All, Below is the link for questions related to Sales force Maintenance Spring 16 Questions.You have to give the exam before 4th November otherwise your credentials will be expired. You can find the questions for all 3 maintenance exam questions for Spring 16. http://salesforcemaintainencequestions.blogspot.com/ Thanks, Shikher Goel
Understand Duplicates in Salesforce
Hi All, Since data is growing day by day and data in the systems need to be good. Good data has various clasifications but top most is "Not having duplicates".You should take care about the database and check whether data is not going to be duplicated. Below is the link to check for duplicates in your database.…
Visualforce and Apex
Hi All, Currently Salesforce has the Apex and Visualforce Guides which is having more than 1500+ Pages of pdfs and really time consuming to read these guides. I had written the blogs to help the people who are working in Salesforce can see the points which need to be consider while working on Apex and Visualforce.…
Salesforce Consultant
Hi All, World is always for innovation and bringing new things which can help all other humans and blogs is also one of the way to help. Presently I love to work on Salesforce as a Consultant which can help the business. Thanks,