Tag: #developer-productivity
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 7 posts
Coding Agent Spend Is Controlled by Friction, Not by Caps
Two engineering posts Databricks published back to back in July and August 2026 show that the handling of coding agent spend is moving away from budget caps and toward a gateway plus progressive friction. This post takes
2026-08-09 · 8 min read #mlops#llm#cost#ai-gateway#developer-productivityThe Art of the S-Tier Demo — For Developers Who Build but Never Show
From why the PostHog How to demo essay struck a nerve, to the structure of an S-tier demo that opens with a 15-second hook, scenario scripting, demo-mode flags in code, and ten common failures with recovery lines. A prac
2026-06-12 · 22 min read #demo#communication#career#presentation#developer-productivityTime and Productivity Tracking Tools 2026: Toggl, Clockify, Wakatime, RescueTime, Rize Deep Dive — Where Did Your Hours Actually Go?
From Toggl Track and Clockify to Wakatime, RescueTime, Rize.io, Timing, and the 2025-vintage newcomer Cosmos — a deep comparison of 2026 time tracking tools along the axes of manual vs automatic, code vs everything, priv
2026-05-14 · 22 min read #time-tracking#productivity#toggl#clockify#wakatimeAI-Era Developer Survival Strategy 2025 — Complete Guide: Copilot vs Cursor vs Claude Code vs Devin vs Codex, Prompt to Context Engineering, Senior/Junior Role Shifts, Team AI Adoption Roadmap, Portfolio, Korean Developers' Global Competitiveness — Season 5 Finale
The grand finale of Season 5. A survival strategy for developers living through the AI era of 2025. A deep comparison of GitHub Copilot, Cursor, Claude Code, Devin, and Codex; the shift from Prompt to Context Engineering
2026-04-15 · 15 min read #ai-developer#copilot#cursor#claude-code#devinVibe Coding: The New Paradigm of AI-Assisted Development — Potential and Pitfalls
A deep dive into Andrej Karpathy's vibe coding concept from 2025. Is it a genuine revolution, or a technical debt machine? An honest look based on real experience.
2026-03-18 · 7 min read #vibe-coding#ai-coding#cursor#github-copilot#ai-developmentAI Code Review and Quality Management Strategy: AI-Assisted Development Guidelines from the Amazon Case
Explores code quality management strategies in AI-assisted development environments, centered on the Amazon AI code review policy case. Covers review automation pipelines and senior engineer approval processes from a pra
2026-03-14 · 21 min read #devops#ai-code-review#code-quality#amazon#developer-productivityVibe Coding and the 2026 AI Development Tool Ecosystem: Lights and Shadows of the Productivity Revolution
Analyzes the reality of the Vibe Coding concept proposed by Andrej Karpathy one year later. Covers the 2026 AI coding tool ecosystem, productivity data, limitations, and strategies engineers should prepare.
2026-03-14 · 28 min read #vibe-coding#ai-tools#developer-productivity#ai-platform#trend-analysis