OpenAI Agents API Public Beta: Session Code, Environments and Tool Controls
Map the OpenAI Agents API beta to session code, execution environments, tool controls, compaction, subagents and a bounded production test.
Tag
Developer Tools
GPT-Live-1 API: Full-Duplex Voice, Costs, Delegation and Safety Boundaries
Evaluate GPT-Live-1 with full-duplex voice behavior, $0.05/minute front-end cost, delegation code, test loops and consent controls.
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.
Migrate to GPT-6 Astra: API Parameters, Responses and Evaluation Checklist
A practical GPT-6 Astra migration checklist covering the model ID, Responses API, unsupported parameters, tools, reasoning, region, testing and rollback.
GPT-6 Astra Pricing 2026: API Rates, Caching and Budget Planning
Current GPT-6 Astra API rates for input, cached input, cache writes and output, plus long-context, Batch/Flex, Fast and workflow-cost budgeting rules.
GPT-6 Astra API Coding Guide: Responses, Tools and Safe Agent Loops
Build with gpt-6-astra using Responses, async tools, structured output, reasoning controls, validation and safe agent-loop patterns from OpenAI’s docs.
GitHub Copilot September 2026: Model Deprecations, Gemini 3.8 and Signup Changes
Track GitHub Copilot's September 2026 model updates, October 2 retirements and the October 19 schedule. Check access, billing, budgets and code review.
Digital Marketing
Google Ads Developer Policy Update 2026: Secure Integrations, Cloud Projects and Proxy Risks
Google’s 31 August 2026 developer-policy update focuses on secure direct integrations, dedicated Cloud projects and the risks of unaudited proxies.
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.
How to Build an OpenAI Agent Plugin with Skills and MCP
A complete OpenAI Agent Plugin build tutorial with a real package tree, Skill, read-only MCP server, manifest, tests, permissions and distribution path.