AI
6 of the 64 write-ups here are tagged AI. Every figure quoted below is in the figures table with the sentence it came from.
The figures
- $7,600 — An AI crypto trading bot reportedly made $7,600 in a week.” That line gets clicks. →
- $100 — The real story isn’t the profit — it’s the cost: under $100 in API fees. →
- 30% — The Agency Agents project keeps 232 structured expert persona files, each one pinning down an identity, a workflow, a delivery standard and a definition of success; the project claims over 30% better output across the 14 AI tools it supports. →
- $24,000 — One watched competitor prices, one produced ad creative, one answered customer mail, and together they pulled 170,000 yuan a month out of them, somewhere near $24,000. →
- 30% — Agency Agents goes wider still, with 232 structured expert persona files, each carrying an identity, a workflow, delivery criteria and success metrics, compatible with 14 mainstream tools, and claiming an output-quality improvement of over 30%. →
- 30% — I do not believe the 30%. →
- 30% — Agency Agents takes that to its logical end with 232 structured expert-persona files that work across 14 mainstream AI tools and a claimed output-quality improvement above 30%. →
- 9x — Alibaba’s Open Code Review was benchmarked against general-purpose agents on 200 real pull requests drawn from 50 open-source repositories across 10 languages, and it scored higher on accuracy and F1 while consuming roughly one-ninth the tokens, a 9x gap on identical work. →
The write-ups
How a Multi-Agent AI System Made $7,600 in 7 Days for Under $100 in API Costs
An AI crypto trading bot reportedly made $7,600 in a week.” That line gets clicks.
Never Use a Model Where Code Can Decide
Writing code got cheap.
Stop Using AI as a Chatbot: How to Build an Indie Workstation with Skills and Automation
Ninety percent of the people who open an AI tool type a question into it.
Your Agent Writes Code Faster Than Anyone Can Review It
The bottleneck in AI-assisted development moved, and most teams have not moved their tooling to follow it.
Your AI Coding Bill Scales With Your Repo, Not Your Output
Most people budgeting for a coding assistant reason about it the way they reason about a printer, as though the cost tracked how much comes out.
The Token Cost War: Why Price per Million Tokens Now Decides the AI Market
The competition among model vendors used to be argued in benchmark scores, and it is now being argued in cost per million tokens — Indian enterprises are adopting Chinese models at input prices as…
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