Me: One can’t cover everything what happened lately in one article about models, including recent optimizations, different approaches, etc., right?
Mr. Kinas: hold my model.
A massive read. You’ll learn a lot: rkinas.github.io/si/en/art-20...
#LLM #AI
[Blog] The advend of a lazy software engineer
We all heard about the new laziness. It is all about spawning multiple coding agents, often swarming them up. Even though it’s kind of lazy, I don’t think it’s lazy enough.
#agentic #agents #codex #claude
blog.scooletz.com/2026/01/26/l...
😱 Can you combine #Azure Functions and #Aspire, and #RavenDB?
YES! Take a look how to combine:
1️⃣ Include - loading related docs
2️⃣ Refresh - for timeouts handling
3️⃣ Azure Queues ETL - send msgs
4️⃣ Vector Search - used for the similarity search
www.youtube.com/watch?v=TEvB...
Days since #Codex #OpenAI used #Exception for the flow control of #csharp #dotnet code:
[Blog] How could we end 2025 without a terrible dad joke about...
#SIMD #vectors #performance #csharp #dotnet
blog.scooletz.com/2025/12/31/l...
🎄Merry Chirstmas! Remember, do not over-allocate during #Xmas period! Don't let your dishes get into gen2 and then be GCed!
It looks like #dotnet ecosystem is catching up with #js world. Also, in the exploits area:
thehackernews.com/2025/12/rogu...
🎉 Codex 5.2 The results are mixed🎲
➕ capable of finding a non-trivial issue
➕ capable of refactoring and moving pieces
but
➖ sometimes it fails with most recent lang features
➖ it hangs with tests
➖ planning may result in a blunt plan
openai.com/index/introd...
#openai #codex #models
What is your BMI?
👨 A regular person: glad that you asked about it before xmas dinner!
🤩 Performance engineer: PEXT, PDEP and a few others.
Probably the one and only you'll need introduction to Microsoft.Testing.Platform 1️⃣
All tests' frameworks covered ✅
devblogs.microsoft.com/dotnet/mtp-a...
#dotnet #tests #csharp
🌋 Overhead,
🧑✈️ Pilot,
📏 Actual
🔁 Repeat
The mantra for any #dotnet #csharp performance work.
.NET is a software like any other. See this issue: github.com/dotnet/runti... where .NET 10 mishandles try-finally.
The point I'm trying to make is although the upgrade is easy, you still should treat it as a regular software. Validate before just upgrading your prod.
#dotnet #csharp #software
It looks like #GitHub will charge you for self-hosted runners. It's just $0.002 per minute, but if you used self-hosted ones, you might pay something extra. One could have perceived self-hosted ones was the way to escape the bill though. It ends now.
An influx of escaping GitHub in 3..2...1..?
[Blog] AI Agents Need Guardrails, Not God-Mode MCP Access
#ai #agents #mcp
blog.scooletz.com/2025/12/01/g...
🔁 Async Reloaded
🗺️ Rzeszów, Poland
📅 Nov 26
Do zobaczenia!
#async #csharp #dotnet
www.meetup.com/rg-dev/event...
[Blog] Beyond the Cache Line: Data Access Alignment for Predictable Storage Performance
#dotnet #io #storage #performance
blog.scooletz.com/2025/10/29/b...
🎤 The new presentation "Async Reloaded":
🔴 first time presented at Warsaw .NET User Group
🔵 scored 4.94 out of 5
🟣 allocated 0 bytes
Ready to be deployed again!
#async #dotnet #csharp
"Async Reloaded" na Wrocławskiej Grupie .NET
Do zobaczenia!
#async #dotnet
www.meetup.com/pl-PL/wrocne...
[Blog] Pass the State
Passing the state is #async #dotnet is as easy as it gets. It takes just a bit of closure and you've got it. What if you want to do it in a smart way? 👇
blog.scooletz.com/2025/10/08/p...
WG .NET, 16 październik 2025, Warszawa
🔁 Async Reloaded 🔁
Info i zapisy: www.meetup.com/pl-PL/wg-net...
[Blog] Red, Blue, and Puple 🔴 🔵 🟣
With modern .NET, we need to enhance our mental model of methods with one more color. What? Why? When? I encourage you to read it 👇
#async #task #dotnet #csharp
blog.scooletz.com/2025/10/01/r...
You name it, it's there. Even if you didn't think the case a few years back, learning/applying how to build on top of things is probably the most important thing.
🟪 CPUs, with their capabilities of verctorization, prefetching
🟥 Storage, with IO rings smashing performance benchmarks
🟦 Databases, providing so much more than poor gets & sets
🟩 AIs / LLMs that can be bound to many different tasks
Today's #infrastructure is so powerful. It feels like the majority of friction in #IT is not created by it but rather by lack (even partial) of understanding how powerful tools we have out there. And this applies on so many levels:
Reacting to inaction made so much simpler. Less infra, more fun with design.
#database #queue #distributed
ayende.com/blog/203203-...
Crashing production with no survivors!
#Bane #dotnet #csharp #unsafe
learn.microsoft.com/en-us/dotnet...
.NET 1️⃣ 0️⃣ , will bring a lot of changes.
One experimental feature, that is not discussed a lot is AsyncHelpers. What it does it moves the capturing the state and async handling to JIT 🤯
Read more:
github.com/dotnet/runti...
github.com/dotnet/runti...
github.com/dotnet/runti...
Dear #csharp #dotnet people. A friendly reminder, that CancellationTokenSource can be reset!
- do you know how long it lives?
- are you the sole owner?
- you know when an operation ends?
You can TryReset it!
github.com/dotnet/runti...
Marc Gravell I believe?
I read We Are Bellingcat
www.goodreads.com/review/show/...
