Shikher Goel
Enterprise architect · AI practitioner · Writer
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Recent pieces from Medium and the Forbes Tech Council.
Latest on Medium
10 total# A “Too Powerful” Model Just Went Public. Here’s What I’m Actually Watching With Claude Fable 5.
### Anthropic spent two months keeping its Mythos-class models locked away. This week it handed a version of one to everyone. As an engineer, here are the five claims I want to put to the test.
Why LLMs Start Strong but Struggle as Software Projects Grow: An Architect’s Perspective
When I first started using Large Language Models (LLMs) for software development, the experience felt almost magical.
Forbes Tech Council
4 totalHow 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.