Local LLMs: When Self-Hosting Actually Beats the Cloud
Self-hosting LLMs is a real option in 2026, and wildly oversold. The honest list of when local actually beats the cloud, and when paying for a subscription is the smarter call.
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T. Calleja
20-year IT veteran turned AI enthusiast. I test the tools, cut through the hype, and write the guides I wish existed when I started.
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Author archive
Latest from T. Calleja.
96 published posts.
Claude Code vs Cursor vs Copilot: A Practitioner's Comparison
Three tools, three jobs. Where Copilot, Cursor, and Claude Code actually earn their seat in your editor, and where each one falls down.
How to Use AI at Work Without Leaking Company Data
Most company data leaks aren't dramatic hacks. They're somebody pasting a client contract into a free ChatGPT tab. Here's the practical playbook for using AI at work without becoming the next case study.
How to Fact-Check AI Output (Without Spending All Day Doing It)
AI lies confidently. The workflow I use to catch hallucinated citations, fake stats, and made-up version numbers before they reach a client deliverable.
Otter vs Fathom: The Honest Head-to-Head
A head-to-head on Otter vs Fathom for the kinds of meetings most people actually have. Which one to pick depends less on features and more on whether you live in a CRM or a calendar.
How to Use AI for Meeting Notes (And Actually Save Time)
Most "AI meeting notes" advice ends with you babysitting a transcript. Here's the workflow that actually saves time, the four tools worth knowing, and the prompt that makes any of them work better.
Claude Pro Review 2026
Claude Pro is Anthropic's paid subscription plan for its AI assistant Claude — and in 2026, it's one of the most
Model sharding with EXO: how to link Macs and run models bigger than any one of them
If you've ever tried to run a 70-billion-parameter model on a laptop, you already know the punchline: the model won&
Grammarly Premium Review 2026
If you write anything for work - emails, reports, proposals, social posts - you have probably wondered whether Grammarly Premium is worth paying for. In 2026,
Perplexity Pro Review 2026
Perplexity AI has become one of the most talked-about AI tools of the past two years — and for good reason. Unlike traditional chatbots,
RTX 5080 Price 2026: Is 16GB Enough for Local AI?
RTX 5080 price and local AI buying guide: 16GB GDDR7 limits, ComfyUI fit, home-lab tradeoffs, and when 4090/5090 or cheaper GPUs make more sense.
Writesonic Review 2026
Writesonic has been one of the most talked-about AI writing tools for a few years now, but in 2026 it's grown