tutorials
Go's JSON v2 (encoding/json/v2): Faster, Stricter, and What Breaks
Go's encoding/json/v2 is a reported 2–10x faster at unmarshaling but flips v1 defaults: duplicate keys, nil slices, case matching. How to enable it and migrate.
Notes on shipping
software in 2026.
Nemotron 3: How a Mamba-Transformer Hybrid Runs 1M Tokens
Nemotron 3 swaps most attention layers for Mamba-2 and MoE to reach 1M-token context at 3.3x throughput. Here is how the hybrid architecture actually works.
AI Agent Memory: How LLM Agents Remember Across Sessions
AI agent memory explained: the four memory types, how the MemoryOS paper borrows from operating systems, and a runnable Python example you can extend.
msgspec vs Pydantic v2: When the Speed Gap Pays Off
How to Build an AI Agent in Go (From Scratch, No Framework)
Django-Bolt Review: Rust-Powered Django, FastAPI Speed
Python 3.15: Lazy Imports, frozendict, and Faster Startup
Python 3.15 lands lazy imports, a frozendict builtin, unpacking in comprehensions, and the Tachyon sampling profiler. Here's what changed and what to test.
FastAPI vs Litestar vs Django Ninja: 2026 Verdict
FastAPI vs Litestar vs Django Ninja in 2026: real code, serialization speed, dependency injection, and a clear pick for every kind of Python API project.
The briefing.
Long-form posts in your inbox roughly once a week — research breakdowns, tutorials, comparisons, the occasional review. No tracking pixels, no growth-hacked subject lines.
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namepostsaboutupdated
research
22
papers, but readable — algorithms, AI, systems
17 jul
tutorials
21
python, go, things I actually built and shipped
19 jul
comparisons
21
x vs y vs z — benchmarks, pricing, real DX
14 jul
reviews
15
AI dev tools and models, after real use
11 jul
careers
12
tech hiring data, EU/Cyprus angle, salary reports
8 jul
programming
2
language deep-dives, idioms, the traps that bite
13 aprI'm Maksim. By day I lead an engineering team at inDrive. After hours I ship side projects (PageBloom, NotesPilot, MyDevKit, startgaze) and write things up here when I learn something worth keeping.
The blog itself runs on an agentic publishing pipeline I built and rebuilt — a slow-moving experiment in how much of a writer's workflow can be automated without losing the voice. It writes, fact-checks, and refreshes; I edit, decide, and publish.