ChatGPT now accepts audio uploads, but interview quotes still need listening
ChatGPT audio uploads can help locate interview material. Verify wording, speaker and context against the recording before publishing a quote.
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Latest Tools & Workflows articles
APIs, retrieval systems, integrations and practical tests.
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Shopify policy automation can replace your custom text and translations
Before activating an automated Shopify policy, preserve custom wording and translations, then compare the replacement with your actual store practices.
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Gemini Deep Research’s legacy agent has an October 23 shutdown deadline
Google scheduled the legacy Deep Research API agent’s shutdown. Choose a replacement by job, then verify the complete research handoff.
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Haiku 5.5 Lowers Token Costs, but SEO Automation Still Needs a Review Budget
Haiku 5.5 introduces lower token prices and adjustable effort. This worked SEO batching example separates inference cost from review and change risk.
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Shopify’s Weekly Translation Sync Leaves an Urgent-Update Gap
Shopify adds optional weekly translation sync and eight language slots in named markets. Urgent product changes still need an immediate review route.
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Perplexity Image Search Needs a Source and Rights Audit Before Reuse
Perplexity’s Agent API now returns typed image results with image and source-page URLs. This guide maps the documented response to a four-gate provenance and rights review.
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SEOPress 10.3 Gives AI Assistants 27 SEO Tools, but Exposure Is Off by Default
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.
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How to Test Tavily’s Language Boosting and Strict Filtering
Tavily’s language boost and strict filter make different promises. Use this 12-row unmeasured fixture to test compliance, source overlap, availability and relevance.
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Cloudflare AI Search Is GA: What the New Retrieval Pricing Buys
Cloudflare AI Search is generally available with image embeddings, OCR, hybrid retrieval and usage pricing. This worksheet separates the cost and quality decisions.
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Further reading
Guides and practical resources for the questions behind the news.
Read the featured method
Keep the method with the result
A useful workflow story records the account state, request, expected output, retained evidence, and stop condition beside the result.
API behavior
Compare API behavior
Record method, parameters, filters, cache behavior, timestamps, and response differences before choosing an integration.
Index freshness
Make synchronization observable
Keep job IDs, changed-file evidence, retries, cancellation, and sentinel retrieval visible when CI triggers an index update.
Citation checks
Audit the answer against its sources
Preserve the response, map citations to claims, and separate retrieval quality from the final wording.
Privacy controls
Keep location and storage boundaries separate
Verify processing location, stored data, logs, provider settings, and regional limits as distinct controls.
A useful standard
What makes a workflow trustworthy
A workflow is useful when another person can inspect what went in, what happened, what failed, and why the result changed a decision.
Inputs before outputs
Preserve the request, configuration, account state, environment, and relevant versions before interpreting the response.
Failures remain in the record
Keep timeouts, empty results, parser errors, retries, and zero-result runs. Removing them hides how the real system behaves.
Secrets stay out of evidence
Use stable internal labels for credentials and redact tokens, personal data, and licensed content that should not enter a report.
References and next steps