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
12.2k Points518 Badges42 Connections340 Followers41 Following

Posts by Tom Smith

Tom Smithverified in Articles 3 min read
Customer service has a memory problem. You call a company, get transferred, and have to repeat your entire story from scratch. You switch from chat to email, and no one on the other end has any context. It's frustrating — and it's been the norm for t...
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Tom Smithverified in Articles 3 min read
A new report from F5 shows that most enterprises are running AI in production. The challenge now isn't adoption — it's management. For years, organizations have been experimenting with AI. Testing it. Running proofs of concept. Building internal dem...
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Tom Smithverified in Articles 4 min read
A new agentic AI for ServiceNow can take a business requirement and configure the platform without a developer in the loop. That's not a future roadmap item. It's shipping now. The PocketOS incident is still fresh. A Claude agent running inside Cur...
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Tom Smithverified in Articles 3 min read
AI coding agents are changing how developers work. Tools like Claude Code, Cursor, Codex, and GitHub Copilot can spin up code, configure environments, and interact with infrastructure faster than ever before. But speed without security creates new pr...
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Tom Smithverified in Articles 4 min read
A new report from Qodo puts some hard numbers behind something most developers already feel: AI coding tools are moving faster than the systems built to catch their mistakes. The report, based on a Censuswide survey of 500 U.S. IT engineers and en...
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Tom Smithverified in Articles 3 min read
Agentic AI just got a little more organized. Google announced this week that subagents have officially arrived in Gemini CLI, giving developers a structured way to break large, complex tasks into smaller, focused workloads handled by specialized agen...
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Tom Smithverified in Articles 4 min read
Every few decades, someone declares software engineering dead or about to be automated away. It hasn't happened yet — and why it hasn't is worth understanding if you're a developer trying to figure out where to put your energy right now. Grady Booc...
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Tom Smithverified in Articles 4 min read
There's a version of AI-assisted development that sounds like progress but functions more like regression. A developer sits alone, orchestrating ten agents, each working a different branch of a codebase. Output is high. Pull requests are flying. And...
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Tom Smithverified in Articles 3 min read
AI coding agents can generate code in seconds. Your CI/CD pipeline cannot keep up. That gap is the next major problem in software development. And it's one the industry is only beginning to take seriously. For most engineering teams, the developmen...
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Tom Smithverified in Articles 2 min read
A year ago, enterprise teams that wanted to run autonomous AI agents in production faced a common problem. The capability was real, but the infrastructure wasn't. To run an agent reliably — with proper security boundaries, state persistence across se...
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Tom Smithverified in Articles 2 min read
Most AI coding tools work the same way. A developer spots a problem, writes a prompt, and the agent executes. It's useful. But the developer still drives every single decision. Google appears to be rethinking that model entirely. The company's Jul...
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Tom Smithverified in Articles 7 min read
Here's a scenario that plays out in enterprises every day: the security team deploys ransomware-detection tools across endpoints and production systems. The backup team runs nightly jobs to protect data. Both teams believe they're doing their part to...
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Tom Smithverified in Articles 6 min read
Most companies deploying AI agents have no idea if they're working. Here's how to fix that. You've built the agent. You've deployed it. Leadership is asking for results. And you're staring at a dashboard full of logs that tells you how long the m...
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Tom Smithverified in Articles 6 min read
Oracle released Java 26 on March 17, 2026. If you've been tracking the six-month release cadence, you know the drill — steady progress across language features, performance, and libraries. But this release has a few things worth stopping to read abou...
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Tom Smithverified in Articles 10 min read
If you're an engineer or architect trying to move AI projects from pilot to production, you've likely hit the same wall: data preparation is eating your budget, timeline, and sanity. Between manually curating datasets, managing governance policies, a...
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Tom Smithverified in Articles 4 min read
HPE used NVIDIA GTC 2026 to announce the most significant refresh of its AI infrastructure portfolio since the company started building exascale systems. The updates span two product lines — HPE's supercomputing platform and its AI Factory portfolio ...
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Tom Smithverified in Articles 10 min read
If you're an engineer or architect trying to move AI projects from pilot to production, you've likely hit the same wall: data preparation is eating your budget, timeline, and sanity. Between manually curating datasets, managing governance policies, a...
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Tom Smithverified in Articles 6 min read
The attack took about 30 seconds to set up. Open ChatGPT. Ask it to generate a SQL injection payload. Copy the output. Paste it into a login form. The payload that came back wasn't a known attack signature. It was a SQL injection wrapped around JSO...
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Tom Smithverified in Articles 6 min read
The security model that enterprises spent the last decade building was designed for humans. Credentials belong to people. Sessions are initiated by users. Logs tell you who did what, when, and from where. AI agents don't fit that model. And the gap...
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Tom Smithverified in Articles 7 min read
Ask Chuck Herrin1 how many enterprises are actively preparing for post-quantum cryptography, and he doesn't hesitate. Single-digit percentage. That's his answer. Single digit. Herrin spent nearly 20 years as a CISO — including leadership roles at A...
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