# Articles, page 2

> Long-form articles from Anthus on decision models, agent systems, classifiers in production, and the economics of AI-built software.

- [Decision Models: Making Decisions Instead of Generating Text](https://anth.us/articles/making-decisions-instead-of-generating-text/index.md): Jev is a decision model: it turns a scorecard’s bounded questions into the model’s native output, making high-volume QA faster, cheaper, and easier to operate. (2026-09-17)
- [An agent skill for not sounding like an agent](https://anth.us/articles/an-agent-skill-for-not-sounding-like-an-agent/index.md): "Sound less like AI" isn't a prompt problem. It's a tooling problem: give your copy-editing agent a deterministic slop detector, checked against your publication's own rules instead of a generic notion of "human." Limatus is what that looks like as a real, open-source tool. (2026-09-08)
- [Who actually swapped off premium models](https://anth.us/articles/commodity-receipts/index.md): Useful capability got cheaper. Here are named orgs that moved production traffic, what they swapped or routed to, and one checkable number each. (2026-09-05)
- [Inspected by Pudicus](https://anth.us/articles/inspected-by-pudicus/index.md): Pudicus makes git hooks actually run, so agent swarms scan for secrets before they commit. Once a secret is in history, it's expensive to unwind. (2026-08-31)
- [Bugonomics: The Flip Side of Cheap Coding](https://anth.us/articles/bugonomics-cheap-exploits-2026/index.md): When breaking software gets as cheap as writing it, cheaper offense means more offense. The same price-performance curve that turned a $200 coding habit into a $20 one is turning million-dollar exploit chains into something approaching commodity. (2026-08-29)
- [From pair programmer to executive](https://anth.us/articles/from-pair-programmer-to-executive/index.md): Coding agents became cheaper and better at long-running work at the same time. The next step is not another pair programmer. It is a software organization with reporting lines, review gates, and a human setting direction from above the day-to-day loop. (2026-08-29)
- [Grok Bot Gave My Coding Agents a Boss](https://anth.us/articles/grok-bot-gave-my-coding-agents-a-boss/index.md): Grok Bot rapidly became the control room for my army of bots: filing bugs, dispatching parallel Cursor workers, rejecting weak work, and returning fixes for acceptance testing—with less help from me than I expected. (2026-08-29)
- [The Content Paradox: Why Making AI Writing Easier Makes the Internet Worse](https://anth.us/articles/jevons-paradox-ai-slop/index.md): When you make content creation 100x cheaper, you don't get 100x better information—you get 100x more noise. The economic logic of Jevons Paradox explains why AI is drowning the internet in synthetic mediocrity. (2026-08-28)

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