GitHub AI Scan APIs: Endpoints, Permissions and a Safe Pull-Request Pilot
Use GitHub AI Scan APIs safely: exact endpoints, token permissions, eligibility failures, response handling and a reversible pull-request pilot.
Tag
AI Workflows
ChatGPT Images 2.5 for Marketers: Flare vs Sunburst, Workflow and Cost Checks
A practical ChatGPT Images 2.5 guide for marketers: choose Flare or Sunburst, run a controlled creative test, calculate token costs, and approve outputs safely.
Astra Context and Codex Usage: A 901-Request Case Study
A 901-request audit of Astra context, cached tokens and Codex limits, with original charts, Extra High claims and the model-routing changes applied.
GPT-6 Astra in Codex: Context, Token Usage and Settings Guide
Configure GPT-6 Astra in Codex safely: experimental context management, compaction, tools, profiles, Fast mode, usage measurement, and API-versus-plan billing.
How to Audit AGENTS.md and Skills for Instruction Debt Before Rewriting Them
A read-only AGENTS.md and skills audit for GPT-6 Astra: map instruction scope, find conflicts, run scenario walkthroughs, and prepare safe edits.
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.
GPT-6 Astra Prompting Guide: Better Results, Fewer Wasted Tokens
Improve GPT-6 Astra prompts with worked examples, context controls and a quality checklist. Learn how to reduce token waste and evaluate the tradeoffs.
GPT-6 Astra for Marketers: Research, Content and Campaign Workflows
Practical GPT-6 Astra workflows for SEO research, content, campaigns and computer use, with model routing, costs, approvals and measurement.
AI in Marketing
GitHub Copilot September 2026: Model Deprecations, Gemini 3.8 and Signup Changes
Refresh the September Copilot governance owner with GitHub's October 2 model replacements, Gemini 3.8 availability and gradual Business/Enterprise signup reopening.
AI in Marketing
GitHub Copilot in VS Code August 2026: Agent Sessions, Browser Tools and Dictation
GitHub’s August changelog groups new Copilot session, browser, plugin and dictation capabilities across VS Code 1.132–1.135. Here is the practical read.