Denis Trunin

346 posts

Denis Trunin

Denis Trunin

@TruninDenis

Katılım Kasım 2018
69 Takip Edilen345 Takipçiler
Denis Trunin
Denis Trunin@TruninDenis·
@burkov We recently implemented a solution for PDF invoice parsing, and the best result we got with Gemini Flash 2.5. It is probably best in terms of price - performance
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BURKOV@burkov·
If you work with PDF files using LLMs, you should know that the token count for a PDF file is different for different models. The greediest one is Claude Sonnet 4.5: for a 25-page PDF file, the token count is 58,495. The next after Anthropic by the greediness scale is GPT-5.2 with 21,969 tokens for the same document. The most client-friendly model is Gemini 3 Pro with 12,883 tokens. This makes a huge difference in cost. For Anthropic, it's $0.18. For Google, it will be $0.03. This is just the input tokens. If you use the model for some sort of OCR, then multiply the input token cost by a factor of 5 to 10 depending on the model.
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Denis Trunin
Denis Trunin@TruninDenis·
@brankopetric00 But the person who implemented the "Solution" actually earned more than someone who implemented the "Actual solution"
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Branko@brankopetric00·
"Our database won't scale". Database: - 40GB total data - 12 queries per second - 0 indexes on query columns - N+1 queries everywhere - 200ms average query time Solution: - Shard across 12 databases - Add read replicas - Implement caching layer - Switch to "web scale" NoSQL Actual solution: - Add 3 indexes - Fix the N+1 queries - 5ms query time - $40/month Postgres You don't have a scaling problem. You have a competence problem.
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Denis Trunin
Denis Trunin@TruninDenis·
The power of the Open source. We faced an issue with X++ interpreter for base system classes. In 8h the bug was fixed. Imagine if Microsoft Support operated at that speed :). It does make you wonder — what actually stops them from doing the same?
Denis Trunin tweet media
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Denis Trunin
Denis Trunin@TruninDenis·
Check out my new blog post on using AI to import purchase orders into Dynamics 365 Finance and Operations (D365FO) from complex PDFs. I cover prompt design, connection setup, and X++ code that validates totals and creates the purchase order end-to-end denistrunin.com/integration-im…
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Denis Trunin
Denis Trunin@TruninDenis·
@regina_suomesta А в чем было бы отличие если бы взяли обычную машину и поехали этим же маршрутом, останавливаясь в кемпингах в домиках, ну или на AirBnb в отелях? Стоимость будет такая же, но на вскидку экономится куча времени на раскладывание этого каравана?
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regina
regina@regina_suomesta·
Юху мы вернулись из путешествия на автодоме. Мне понравилось. Детям и мужу очень понравилось 😅 Давайте напишу про наш трип, машину, аренду, стоянки, кемпинги, еду, туалет!!!, развлечения и тд. Это был наш первый раз и мы путешествовали с тремя детьми по финляндии
regina tweet media
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Denis Trunin
Denis Trunin@TruninDenis·
New Blog Post: D365FO Integration: Import Sales Orders from an External Web Application A comprehensive guide on one of the most complex scenarios implemented using the External Integration Framework for Dynamics 365 Finance and Operations. denistrunin.com/integration-in…
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Denis Trunin
Denis Trunin@TruninDenis·
Still Supporting a Legacy Dynamics AX System? I’ve put together a post that combines all the key steps for maintaining and optimizing AX 2012, AX 2009, or AX 4.0. denistrunin.com/ax2012-howtosu…
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Denis Trunin
Denis Trunin@TruninDenis·
In my latest blog post, I share practical technical advice based on my experience managing Go-Live phases for Microsoft Dynamics 365 for Finance and Operations (D365FO) projects denistrunin.com/d365fo-golivep…
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