Gemini Imagen Shutdown: Migrate Image Tools Before August 17
Google is shutting three Imagen 4 API model IDs on August 17, 2026. Migrate production image workflows to Gemini image generation with a measured cutover and rollback.
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Latest articles tagged “AI Workflows”
Open an article for the complete method, evidence, limitations, and a focused reader discussion.
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OpenAI API Usage by Key: Reconcile Research Spend Without Exposing Secrets
Group OpenAI usage by API key ID, reconcile billed cost at the project level, and record the boundary with a 24-field privacy-safe ledger.
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Claude Managed Agents Budgets: A Research Run-Control Method
Control Claude Managed Agents research with session budgets, authoritative event records, unfinished-work manifests, observable advisor interventions and versioned resume decisions.
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Claude Inference Hooks: A Shadow-to-Enforce Release Gate
Deploy Claude inference hooks with signed-request verification, shadow review, explicit verdicts, tested failure modes, latency thresholds, incident ownership and rollback.
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Gemini API Key Migration: Build a 30-Field Cutover Register
Migrate Gemini API Standard keys with a 30-field register, a current September cutover decision, production-path testing, telemetry and rollback.
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Mistral Search Toolkit: Build a 32-Field Retrieval Release Gate
Freeze the toolkit, corpus, document identities, queries, candidates and reranking before evaluating generation with a 32-field release ledger.
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Gemini Grounding: Trace Citations and Missing Source Evidence
Trace Gemini Search calls, source records and support mappings across two API surfaces, then stop structured output when provenance evidence is missing.
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Google Agentic Local-Stock Calls: A Retailer Verification Playbook
Verify caller identity, branch, product, inventory timestamp, price boundaries, returned summary, and shopper outcome with a consent-aware local-stock call audit.
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Gemini Business Profile Changes: An Approval and Audit Workflow
Use Gemini with one eligible Google Business Profile through read, draft and change tiers, source-of-truth checks, approval records, public verification and rollback.
