Posts by Tom Smith

@Tom Smith

Tom Smithverified

AI Content Strategist | LLM Training & Chatbot Development | Trained Google Bard...
Raleigh, NC insightsfromanalytics.com Joined May 2025
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Posts by Tom Smith

Tom Smithverified in Articles 3 min read
A strong week for pricing news and platform moves. Token economics are forcing real decisions across the AI coding stack. Here's what mattered. Grok 4.5 undercuts Anthropic and OpenAI on coding agent pricing SpaceXAI shipped Grok 4.5 this week — ...
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Tom Smithverified in Articles 6 min read
Kore.ai1's engineering team doesn't write most of their code anymore. Two AI agents do. And the only reason that works on a production codebase is a governance harness they spent more than a year building from scratch. Prasanna Arikala, CTO and Head...
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Tom Smithverified in Articles 5 min read
AI is shipping code faster than most engineering teams know how to operate it. At Intuit, that tension is front and center — and Akshay Pratinav, Senior Staff Software Engineer, is helping figure out what to do about it. Pratinav works on AI-driven ...
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Tom Smithverified in Articles 2 min read
A short week heading into the holiday, so this one is brief. Three articles worth your time before you close the laptop. Anthropic adds an enterprise gateway for Claude Code on AWS and Google Cloud Rolling out Claude Code across a large engineerin...
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Tom Smithverified in Articles 3 min read
A recent survey from ResumeNow found that 41% of workers say their employer gives them zero guidance on using AI. Only 19% say they got real training, with dedicated time and resources behind it. Nearly a third say they got no training at all. Meanw...
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Tom Smithverified in Articles 3 min read
Most organizations deploying agentic AI have had the AI conversation. They've evaluated models, reviewed vendors, and built a business case. What many haven't had is the security conversation — the one about what happens when an agent with broad syst...
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Tom Smithverified in Articles 1 min read
A quieter week with no conferences on the calendar, but a few releases worth your attention — especially if you're budgeting for GitHub costs next month. Here's what mattered. GitHub Code Quality becomes a paid GA product on July 20 More than 10,0...
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Tom Smithverified in Articles 3 min read
A loaded week on the GitHub and Anthropic side, plus a deep run of Everpure conference coverage on the data infrastructure beat. Here's what mattered. GitHub kills the PAT requirement for agentic workflows A quiet but meaningful change: GitHub Age...
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Tom Smithverified in Articles 6 min read
The first thing a company typically discovers when it deploys Everpure Data Intelligence isn't what it expected. It's data it didn't know it had. Nirav Sheth, VP of Worldwide Systems Engineering at Everpure, described a proof of concept that illustr...
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Tom Smithverified in Articles 6 min read
NAND prices have risen 600 to 800% in the last six to seven months. Everpure's own product costs are up more than 300%. And Charlie Giancarlo, the company's Chairman and CEO, spent a meaningful chunk of his keynote and the press Q&A that followed tal...
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Tom Smithverified in Articles 6 min read
Here's a problem most enterprises haven't fully grappled with yet: when an AI agent acts on your behalf, what should it actually be allowed to see? The easy answer is to give the agent the same access you have. Angad Narang, VP of Product at Everpur...
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Tom Smithverified in Articles 6 min read
When ransomware hits, the standard playbook is to roll back the entire environment to the last known clean snapshot. It works, but it's blunt. You lose every legitimate change made since that snapshot, not just the malicious ones. Prakash Darji, Gen...
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Tom Smithverified in Articles 6 min read
Enterprises aren't running out of data. They're running out of ways to make it useful. The gap between raw enterprise data and production-ready AI is where most projects die. Data scientists spend months wrangling ingestion pipelines, cleaning unstr...
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Tom Smithverified in Articles 7 min read
For decades, enterprise IT built everything around applications. SAP owned finance. Salesforce owned customer relationships. ServiceNow owned IT operations. Each application came with its own data, its own definitions, and its own version of what wor...
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Tom Smithverified in Articles 4 min read
Most database problems don't announce themselves in advance. They show up at 2 AM, when systems are down and the clock is running. And the DBA who knew this environment best left the company six months ago. That's the reality Dave Page, CTO of pgEdg...
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Tom Smithverified in Articles 3 min read
Not metaphorically. Not eventually. Right now, in some organizations, managers are already responsible for agents the way they're responsible for people — assigning work, reviewing output, correcting errors, and deciding when to escalate. That shift...
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Tom Smithverified in Articles 4 min read
Security dominated this week. A worm hit GitHub's own repos, npm is closing attack vectors that have been open for years, and the developer environment itself is now officially part of the attack surface. But there was plenty of forward-looking news ...
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Tom Smithverified in Articles 4 min read
Todd Fisher, CEO and co-founder of CTM, explains why speed is only part of the story. The "10x engineer" idea has been around for a long time. It's the notion that the best developers don't just work harder — they work at a fundamentally different...
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Tom Smithverified in Articles 3 min read
Buy-in isn't the problem. It never was. That was the closing argument Jeremy Roberts, Senior Director of Research and Content at Info-Tech Research Group, made to wrap up Info-Tech LIVE 2026 in Las Vegas. Organizations aren't failing to get executi...
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Tom Smithverified in Articles 4 min read
The numbers are hard to ignore. Eighty-seven percent of organizations are investing in data and analytics. Seventy-four percent are struggling to achieve and scale real value from it. The average Chief Data Officer lasts just 2.5 years in the role be...
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