GPT-6 Astra Context Management: How to Use Notes Without Trusting Stale Memory
How to enable GPT-6 Astra's experimental Codex context management, test exact fact recovery, detect stale notes, and troubleshoot compaction.
33 articles
How to enable GPT-6 Astra's experimental Codex context management, test exact fact recovery, detect stale notes, and troubleshoot compaction.
Improve GPT-6 Astra prompts with worked examples, context controls and a quality checklist. Learn how to reduce token waste and evaluate the tradeoffs.
Practical GPT-6 Astra workflows for SEO research, content, campaigns and computer use, with model routing, costs, approvals and measurement.
The two 1 September 2026 announcements answer one enterprise-operations question: what must a buyer verify before enabling a frontier model in a workflow that has privacy, retention or audit requirements? The answer depends on the product surface, plan and approved controls.
OpenAI ZDR and Private Safety Processing explained for marketers: eligibility, endpoint exceptions, data-flow checks, and safe rollout steps.
Google lists three Imagen 4 Gemini API IDs for shutdown on August 17, 2026 and names Nano Banana 2.1. Review the current API route, costs and migration checks.
LinkedIn is reducing generic content and inauthentic engagement while expanding AI-powered Feed ranking. Here is what marketers can verify, what remains unknown, and how to build a cross-platform workflow that keeps human judgment, evidence, and disclosure intact.
Meta's Muse Spark 1.1 announcement introduces a public-preview model API for agentic, multimodal workflows. This guide explains confirmed capabilities, access limits, pricing unknowns, and a safer marketing pilot design.
Google's Gemini 3.7 Flash release brings a stable endpoint, temporary token rates, and claimed gains for coding and agents. This marketer-focused guide separates published facts from benchmark claims and shows how to run a controlled pilot.
Google Ads is changing language targeting for Search, AI Max and Performance Max. Use this late-September 2026 audit and API migration checklist.