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22:48
2026-06-21
dev.to
ai-agents

Most AI Agents Aren't in Production. Here's What Works.

A developer who builds agent systems reports that real autonomous-agent deployment remains in single digits across nearly all business functions, citing Stanford's 2026 AI Index. The gap between capab…

22:31
2026-06-21
dev.to
developer-tools

Turning a Base M4 Mac Mini Into an Always-On Automation Box

A developer turned a base M4 Mac Mini into an always-on automation box for running scheduled tasks like blog cross-posting, content ingest, and SEO audits. The setup uses Tailscale for remote access, …

22:31
2026-06-21
dev.to
machine-learning

Why Statistics is the Real Backbone of Data Science

A developer argues that statistics is the true foundation of data science, not coding or AI tools. Without statistical mastery, data scientists risk building flawed models and misinterpreting data. Th…

22:21
2026-06-21
dev.to
developer-tools

Load Balancing: The Matrix

A developer built a dynamic load balancer using the Least Connections algorithm to replace a round-robin proxy that caused 502 errors during a traffic spike. By tracking active connections per backend…

21:27
2026-06-21
dev.to
developer-tools

Record and transcribe meetings with the Nylas Notetaker API

Nylas has launched a Notetaker API that allows developers to programmatically join, record, and transcribe meetings from Zoom, Google Meet, and Microsoft Teams. The API supports both grant-scoped note…

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