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Traditional application monitoring tells you when your service is down and how long requests take. It tells you nothing useful about an LLM application. A model that is responding in 200ms with 200 …
Continue Reading about The LLM Observability Stack Nobody Told You About →
LangChain became the default framework for building LLM applications in 2023 because it was first and it had everything. It also became the default framework to rip out in 2024 and 2025 because …
The test was not a benchmark suite or a collection of LeetCode problems. It was a real feature: a rate-limited async job queue with retry logic, dead letter handling, and a Redis backend, implemented …
Continue Reading about I Tested 5 AI Coding Assistants on the Same Real Python Project →
Recursion is uncomfortable because it requires trusting that a function works before you have seen it work. Most beginners want to trace every step of execution, and recursive calls multiply those …
Continue Reading about Why Do Self-Taught Developers Skip Recursion and What Happens? →
Self-taught developers learn to build things. Algorithms courses teach you to analyze things. These are different skills built on different foundations. Most self-taught developers hit the algorithms …
Continue Reading about Why Do Self-Taught Developers Struggle With Algorithms and Data Structures? →
The most effective self-taught CS curriculum follows the same foundational sequence as an MIT computer science degree: computation theory, programming fundamentals, mathematics, algorithms, systems, …
Continue Reading about What MIT OpenCourseWare Curriculum Should You Follow to Self-Teach CS? →
