Creation Studio
Image generation, custom GPTs, prompt patterns, and Realtime Voice: turning models into creative tools.
4 channels · 16 articles
Building custom GPTs
View all articles in this channel
4 articles
GPT Image 2 image generation, inpainting, and style control
View all articles in this channel
4 articles
A Prompt Engineering pattern library
View all articles in this channel
4 articles
Realtime Voice and voice mode
View all articles in this channel
4 articles
GPTs
4 articlesOperating Custom GPTs on the GPT Store: Upload, Ratings, Discoverability, Analytics
How to continuously operate a Custom GPT after launch on the GPT Store: upload review, ratings, ranking, the dashboard, multi-GPT matrix, and compliance.
Read articleCustom GPT Actions in production: from single GPT to enterprise GPT ecosystem
Custom GPT Actions is the official mechanism for plugging GPT into your own APIs. Schema design, OAuth auth, GPT Store release, Teams / Enterprise deployment, Inspector debugging, security best practices.
Read articleCustom GPTs Complete Guide: From Idea to GPT Store
Custom GPTs let anyone build a dedicated AI assistant in ChatGPT — no code. A copyable path: scenario selection, Instructions writing, Knowledge upload, Actions setup, Capabilities enablement, and publishing to GPT Store.
Read articleBuilding Custom GPTs: from idea to GPT Store launch
How to design, configure, and ship a Custom GPT — picking the right use case, writing Instructions, wiring Actions, publishing to the GPT Store.
Read articleImages
4 articlesGPT Image 2 vs Midjourney vs DALL·E 3: Three Image Generation Models in Practice (2026)
Hands-on comparison of GPT Image 2, Midjourney, and DALL·E 3 across image quality, text rendering, consistency, price, and commercial rights. Includes a selection matrix and an enterprise mixed workflow.
Read articleGPT Image 2 for brand visuals: e-commerce hero shots, Logo iteration, and IP boundaries
GPT Image 2 in production for brand visual work: e-commerce hero shot consistency, Logo multi-version iteration, brand color control, IP and commercial-use boundaries (with safety checklist).
Read articleGPT Image 2 Prompt Formulas and Commercial Use Boundaries
GPT Image 2 is the current primary image model (DALL·E 2/3 retired 2026-05-12). A 5-part prompt formula, natural vs vivid styles, Images API size/quality/n parameters, and a pre-publish Usage Policy checklist.
Read articleGPT Image 2 complete guide: text-to-image, editing, style control
How to get reliable, high-quality output from GPT Image 2 and the Images API: prompt structure, style control, image editing, and cost.
Read articlePrompt
4 articlesPrompt evaluation and failure debugging: LLM-as-judge + regression tests + Debug mode
After prompts go to production: LLM-as-judge auto-scoring, regression test sets, failure case taxonomy (hallucination / off-topic / format error), Debug mode logging, token / cost visualization.
Read articleGPT-5.6 coding prompt patterns: 12 templates for Codex / Cursor that get it right on the first try
12 GPT-5.6 family prompt templates optimized for coding: architecture understanding, incremental implementation, bug localization, code review, test generation, refactoring, dependency upgrades. Pair with Codex CLI / Cursor / Aider.
Read articlePrompt Engineering Advanced: Multi-Turn Context, Structured Outputs, and GPT-5.6 Tuning
Part two of Prompt Engineering: multi-turn context management, structured outputs (JSON Schema), few-shot patterns, long-context strategy, and reasoning.effort interaction.
Read articlePrompt Engineering Core Patterns: 8 Templates That 2× GPT Output
A systematic walkthrough of 8 high-frequency prompt patterns — role prompting, few-shot, chain-of-thought, ReAct, self-consistency — each with a reusable template.
Read articleVoice
4 articlesRealtime API multilingual production: zh / en / ja auto-detect + cross-language dialog + dialect robustness
GPT-Realtime-2.1 multilingual capability: auto-detect user language (zh / en / ja / ko / es etc.), cross-language dialog (user speaks A, AI answers B), dialect robustness (Cantonese / Sichuanese), translate mode auto-translation.
Read articleRealtime Voice Agents in production: phone support and voice assistants with Realtime API + function calling
Wire GPT-Realtime-2.1 into phone / voice assistant scenarios for Realtime Voice Agents. WebRTC vs WebSocket selection, server_vad tuning, mid-conversation function calling, barge-in handling, call quality monitoring.
Read articleAdvanced Voice Deep Dive: GPT-Realtime-2.1, Latency Tuning, and Production Patterns
A production-ready guide to GPT-Realtime-2.1 and ChatGPT Advanced Voice: WebRTC vs WebSocket, turn detection tuning, mid-conversation function calling, VAD parameters, and deployment.
Read articleRealtime Voice guide: gpt-realtime and Voice Mode
How to ship low-latency voice AI with OpenAI's gpt-realtime / gpt-realtime-mini: WebRTC vs WebSocket, mid-conversation function calling, and Voice Mode best practices.
Read article