the log · 159 entries

Log-scale notes on infrastructure.

Analysis on backup, cloud, open source, security and the companies shaping them. One entry a day, filtered through twenty-five years of running the systems involved.

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all 159 ai-machine-learning 16 ai-engineering 78 infrastructure 119 machine-learning 3 programming 64 software-development 40 technology 113 technology-leadership 29 tutorials 1

2026.03.188 min read RAM and Storage Shortages in 2026: Server Costs, Lead Times and Procurement Options March 2026 pricing puts RAM and storage near $40,000 for one enterprise server configuration. Longer delivery times are also pushing infrastructure teams to consider upgrades, earlier… infrastructure 2025.11.1311 min read Managing AI Cloud Costs: A Practical FinOps Plan AI training and inference need different cost controls. A practical FinOps plan combines workload-level visibility, careful GPU purchasing, model optimization, and budgets that leave room… technologymachine-learningai-engineering 2025.11.118 min read Nvidia Reached $5 Trillion. Power Supply Could Hold Back the AI Buildout. Nvidia's chip orders point to enormous demand for AI infrastructure. But grid connections, generation capacity, and rising power costs could delay the deployments those chips are meant to… technologymachine-learningai-engineering 2025.11.097 min read Python's 2025 Growth Strengthens Its Case for AI Development Python's reported TIOBE rating reached 25.35% in 2025. Its mature libraries and AI tooling make a strong case for new projects, though performance and hiring decisions still need care. programmingai-machine-learningtechnology-leadership 2025.11.0511 min read Self-Hosted n8n: Costs, Business Workflows, and Setup Compared With Zapier n8n can reduce automation costs by running workflows on a business's own server. This guide covers the cost estimates, eight practical workflows, setup options, and the maintenance that… programmingtutorialstechnology 2025.10.016 min read Claude Code Adds Checkpoints and Tools for More Autonomous Development Anthropic's September 29 update pairs Sonnet 4.5 with checkpoints, subagents, hooks, and background tasks, giving Claude Code more ways to handle longer development work with less… programmingtechnologyai-engineering

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