
Hi, I’m Sascha Turowski
A software engineer writing about my work, ideas, and thoughts on programming and technology.
This blog is a personal space for experiences, insights, and practical lessons from everyday development.
Latest Articles
-
· 5 min read
Compacting in LLMs: Making Big Models Leaner Without Losing Their Mind
Read more →: Compacting in LLMs: Making Big Models Leaner Without Losing Their MindLarge Language Models (LLMs) have a well-known appetite: they consume vast amounts of data, parameters, and compute. That scale is what gives them their remarkable…
-
· 5 min read
Harness Engineering for Legacy Migration (Part 2): Practical Implementation, Agent Design, and System Setup
Read more →: Harness Engineering for Legacy Migration (Part 2): Practical Implementation, Agent Design, and System SetupIn theory, harness engineering gives us a safe way to use AI for legacy migrations. In practice, the challenge is very concrete: How do you…
-
· 5 min read
Harness Engineering: The Missing Layer in AI-Powered Software Development
Read more →: Harness Engineering: The Missing Layer in AI-Powered Software DevelopmentWhat is harness engineering? AI models can now write code, fix bugs, and even refactor entire systems. But anyone who has tried to use them…
-
· 5 min read
From MVP Magic to Cost Chaos: Why Choosing the Right AI Model Matters
Read more →: From MVP Magic to Cost Chaos: Why Choosing the Right AI Model MattersIt usually starts the same way. You have an idea… simple, elegant, and full of promise. You spin up a quick prototype, plug into a…
-
· 5 min read
Beyond the “Big Bang” Prompt: Designing Modular Agent Workflows
Read more →: Beyond the “Big Bang” Prompt: Designing Modular Agent WorkflowsIntroduction When designing intelligent systems, one of the most important architectural decisions is how interactions are structured. A common early approach is the “big bang”…
-
· 5 min read
Isn’t it time to stop calling it “AI” and start calling it “simulated intelligence”?
Read more →: Isn’t it time to stop calling it “AI” and start calling it “simulated intelligence”?For decades, we’ve used the term Artificial Intelligence (AI) to describe systems that can recognize images, generate text, recommend movies, detect fraud, and even drive…