research
AI Carb Counting Accuracy: I Tested Soba on 400 Meal Photos
AI carb counting accuracy, measured: Soba got 68.5% of meals within 10 g on 400 research photos. Where it fails, what fixes it, and how 8 LLMs compared.
Notes on shipping
software in 2026.
AI Agent Protocols in 2026: MCP vs A2A vs ACP vs WebMCP
MCP vs A2A vs ACP vs WebMCP in 2026: which layer each agent protocol connects, what the July 2026 MCP spec changed, the security gaps, and a reading order.
EU Pay Transparency Directive 2026: What Changes for Developers, Country by Country
The EU Pay Transparency Directive deadline passed in June 2026, yet only 5 countries have transposed it. What developers can demand now, country by country.
Vibe Coding in 2026: What Works and What Breaks
Python Sampling Profiler: Profile a Running Process Without Restarting It
sqlc vs GORM vs Ent: Which Go Database Library in 2026
Best AI Models for Coding in 2026: Every Tier Ranked
The best AI models for coding in 2026 by tier: frontier, open-weight and budget, with real prices, benchmark caveats, and which one to actually use.
Ruff vs Flake8 vs Black vs Pylint: The 2026 Verdict
Ruff vs Flake8, Black, and Pylint in 2026: Astral's speed numbers, what it replaces, where it still loses, and a migration you can finish in an afternoon.
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
17
papers, but readable — algorithms, AI, systems
8 oct
tutorials
27
python, go, things I actually built and shipped
22 sep
comparisons
22
x vs y vs z — benchmarks, pricing, real DX
14 sep
reviews
13
AI dev tools and models, after real use
25 sep
careers
12
tech hiring data, EU/Cyprus angle, salary reports
30 sepnamewhat it doesshipped
carb-units-calculator
🍞
Meal calculator for carbs, XE/BE/KE, glycemic index and load: 44 foods with published GI, EN/DE/RU.
27 sep
orbiter
🪐
Procedural planets you can fly to: orbit, atmosphere scattering, land the ship, walk the surface — one seeded terrain from map to footsteps. RU.
22 aug
mason
🏰
Procedural castles drawn in pen: 8 styles from Northern Keep to Under-mountain Gate, seeds, ruin slider — export PNG or SVG.
22 aug
living-rig
🎭
Generative hand-drawn faces that live: seeded identities drift through an emotion field, blink, glance around — export PNG or seamless GIF loops.
22 augI'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.