careers
AI Replacing Junior Developers: What the 2026 Employment Data Shows
Junior developer employment fell 20% since 2024 while ML engineer openings surged 59%. Stanford, BLS, and Forrester data on who's being cut and what works.
Notes on shipping
software in 2026.
uv Python Tutorial: Build a CLI Tool From Scratch
Step-by-step uv tutorial: create a real Python CLI project, manage deps, run tests, lint with ruff, build a wheel, and ship it in Docker — from scratch.
Claude Code Hooks: Build 5 Production Hooks From Scratch
Build 5 real Claude Code hooks step by step — auto-format, command blocker, AI linter, test runner, and context injector. Full configs and scripts included.
Software Engineer Job Market 2026: Two Markets, One Title
WebMCP Tutorial: Make Your Website AI-Agent Ready
Anthropic's Agentic Coding Report: 8 Trends, Dissected
Pyrefly vs mypy vs ty: Which Python Type Checker Should You Use in 2026?
Pyrefly 1.0 checks 1.85M lines/sec with 87.8% conformance, mypy 2.0 adds parallelism, ty hits sub-10ms updates. Full benchmarks and migration guide.
Efficient LLM Reasoning: 7 Papers That Cut Token Costs by Up to 84%
Seven papers fix LLM overthinking: Sketch-of-Thought cuts tokens 84%, shorter chains boost accuracy 34.5%, and budget-aware prompting halves costs.
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
16
papers, but readable — algorithms, AI, systems
26 may
tutorials
12
python, go, things I actually built and shipped
2 jun
comparisons
12
x vs y vs z — benchmarks, pricing, real DX
24 may
reviews
7
AI dev tools and models, after real use
22 may
careers
9
tech hiring data, EU/Cyprus angle, salary reports
3 jun
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.