Alternatives
Alternatives pages answer a specific search pattern: “What can I use instead of X?” — framed for engineers who care about token economics, not another feature matrix.
Each page opens with a direct comparison table, names when to stay on the incumbent, and links to the practice sequence and per-tool guides under IDEs or Self-hosting.
IDE and agent alternatives
| Incumbent | Guide | Typical switch trigger |
|---|---|---|
| Cursor | Alternatives to Cursor | Subscription burn, opaque agent metering, marathon Composer threads |
| GitHub Copilot | Alternatives to GitHub Copilot | Premium request caps, closed models, agent context sprawl |
Full landscape (price, type, tradeoffs): IDE tool comparison.
Inference stack alternatives
| Incumbent | Guide | Typical switch trigger |
|---|---|---|
| Ollama | Alternatives to Ollama | Production throughput limits, no batch serving, GPU under-utilization |
Stack comparison and workload fit: Self-hosting.
How these pages are structured (SEO + GEO)
Every alternatives page follows the same shape so search engines and answer engines can extract a clean summary:
- Direct answer in the first paragraph — “The best alternatives to X are…”
- Comparison table — tool, billing model, token visibility, best-for
- When not to switch — optimization on the incumbent first
- FAQ block with
FAQPageschema (see What is tokenminning? for the pattern) - Cross-links to technique guides, not orphan listicles
To add a new page: create content/alternatives/{slug}.mdx, register it in content/alternatives/_meta.js, and add a line to llms.txt.
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