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Model appraisals the day they drop. Every newly-released LLM gets its tokenizer, thinking tokens, and token speed benchmarked live — then compared head-to-head against our stack. Raw CSV data linked from every post.

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Research Notes — October 1, 2026

Truly Canadian Sovereign VPS: 5 Hosts Compared

Five Canadian-owned, Canadian-hosted VPS providers compared on price, proof, and trade-offs — plus why AWS ca-central-1, OVH, and ThinkOn don't make this list.

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Research Notes — October 1, 2026

VPS vs VDC in Canada: Price, What Changes, and When to Switch

A Canadian VPS costs $4–25/mo and a ThinkOn-class VDC costs $300–600/mo for the same bits. What the premium buys, and the customer count where switching pays.

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Model appraisal — August 22, 2026

DeepSWE Value on a 1M-Token Codebase: Flash, Pro, or Luna?

A costed comparison of DeepSeek V4 Flash 0731, V4 Pro, and GPT-5.6 Luna that counts the extra effort tokens a large-codebase agent actually spends.

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Research Notes — July 30, 2026

The State of Bank Refresh Tokens in Canada — and What Changes When the Consumer-Driven Banking Act Lands

An experiment scanning Plaid's 198 Canadian institutions found only 2 use OAuth. Every Big-5 bank is credential-scraping. Canada's new open-banking law will change this — here's the timeline and what actually improves.

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Article Review — July 14, 2026

Five Signals a Workflow Is Broken — and Ripe for AI

Tabs, copy/paste, waiting, rework, handoffs — a field-ready test for spotting the workflows worth automating, before you build a thing.

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Article Review — July 14, 2026

Kalshi Bets on a Market for AI Computing Power

Kalshi launched a forward curve for compute. What a public price on AI hardware means for anyone paying an LLM token bill.

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Model appraisals post here too — each new LLM gets its tokenizer, thinking-token, and speed measured live against our stack. Methodology and datasets live in the Benchmarks section and the LLM-Cost-Comparison repo.