Topic tag · Tools & Workflows
APIs, agents, prompts, automation, testing, release controls, and human-reviewed AI workflows.
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SEOPress 10.3 adds a built-in MCP server with 18 read-only and nine write-capable tools. A live upgrade check confirms that installing the release does not expose a site until its owner enables the endpoint.
Tavily’s language boost and strict filter make different promises. Use this 12-row unmeasured fixture to test compliance, source overlap, availability and relevance.
Cloudflare AI Search is generally available with image embeddings, OCR, hybrid retrieval and usage pricing. This worksheet separates the cost and quality decisions.
Audit AI-assisted website content across purpose, evidence, original value, metadata, disclosure, accessibility, indexability and site-scale repetition.
Perplexity reduced tool failures with selected correction traces, but the strongest online comparison did not show a significant satisfaction gain.
Prompt caching can materially reduce repeated AI-search evaluation costs, but only when the shared prefix survives tool, schema and configuration changes.
Claude 5.5 changes thinking and tool-use behavior, while Sonnet 4.5 retires on November 30, 2026. Use this migration calendar to inventory, test, canary and remove the old model ID.
Google’s September Antigravity preview replaces the May build. Local tool parsers need tests for PascalCase parameters and line-range edits before October 5.
ChatGPT for Word can draft, summarize, revise and format headings. This five-gate workflow keeps sources, information gain and approval under editorial control.
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