AI tools, workflows, and operating judgment
See where AI removes work—and where it adds review.
Source-backed analysis and practical guides for choosing AI tools, designing workflows, and keeping handoffs, permissions, and failure costs visible.
Each article shows its review method and sources. Firsthand operating cases are labeled separately from source-backed analysis.
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Recommended reading
The Day I Stopped Typing Code and Started Shaping the System
A first-person case study of an internal Slack coding agent, and why policy files, risk tiers, quality gates, and human approval—not the model—made delegation reliable.
Managing Multiple Coding Agents: Orca vs. Paseo vs. the Terminal
A practical comparison of the terminal, Orca, and Paseo for parallel coding agents, worktree review, remote access, account limits, and safer permissions.
The AI-native company does not exist yet
AI inside a product is not the same as an AI-native operating model. Current research shows the gap—and why the first 90 days should remake one workflow end to end.
Grok 4.6 + Grok Bot launch: why the pair matters
A source-checked look at Grok 4.6 and Grok Bot, including benchmarks, pricing, the shared computer boundary, and a safer adoption test.
Why call center calls stay high even after adding an AI chatbot
AI chatbot usage can rise while call volume stays flat. The missing link is usually task completion, abandoned chats, weak handoffs, and repeat contact across channels.
Which AI agent skills are the most popular right now? GitHub Top 5
I reviewed the five most-starred AI agent skill repositories on GitHub, including how they work, what they install, and where each one becomes a burden.
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Practical guides and analysis for real work.
Practical guides
Workflows, decision criteria, handoffs, permissions, and failure checks to examine before rollout.
Managing Multiple Coding Agents: Orca vs. Paseo vs. the TerminalAnalysisSource-backed judgments about AI products, companies, and policy, including what the announcement leaves out.
Local AI vs. Cloud AI: Which Is Better?