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News
GPT-Image-2.5 in Production: Choosing Between Flare and Sunburst
5+ hour, 46+ min ago (1098+ words) GPT-Image-2.5 is split into two models: Both accept text and image inputs, support the quality levels auto, low, medium, high, xhigh, and max, and work through the Images API for generation and editing. For an existing OpenAI-compatible integration, the migration…...
Why do Cursor and Claude Code both say connected to my memory server and still share nothing?
5+ hour, 24+ min ago (399+ words) Sharing memory across editors over MCP is a simple mechanism, and the trouble lives in the setup step around it. I checked six persistent memory systems, including the one I work on, for one thing: not whether they claim cross-IDE…...
TrueFoundry vs OpenRouter: Which AI Gateway Fits Your Stack?
5+ hour, 37+ min ago (949+ words) TrueFoundry and OpenRouter both solve the same problem, routing your app to the right model, but they solve it for different teams. One bets on enterprise control. The other bets on scale and speed. We tested both to find out…...
Augusto D. - AI Trainer
12+ hour, 49+ min ago (39+ words) Augusto D. OpenTrain AI Profile details and reviews are shared with employers who have access to this AI Trainer’s applications. Shared with authorized employers Connect through OpenTrain to discuss skills and experience for AI training and data labeling projects....
Jesmin M. - AI Trainer
14+ hour, 51+ min ago (39+ words) Jesmin M. OpenTrain AI Profile details and reviews are shared with employers who have access to this AI Trainer’s applications. Shared with authorized employers Connect through OpenTrain to discuss skills and experience for AI training and data labeling projects....
Ayman M. - AI Trainer
14+ hour, 46+ min ago (39+ words) Ayman M. OpenTrain AI Profile details and reviews are shared with employers who have access to this AI Trainer’s applications. Shared with authorized employers Connect through OpenTrain to discuss skills and experience for AI training and data labeling projects....
Build a Prompt Library You Can Actually Reuse
3+ hour, 31+ min ago (588+ words) A plain-Markdown system for naming, testing, versioning, and maintaining prompts as production assets instead of chat history. A useful prompt often …...
Controlling AI API Spend in a Next.js 15 Micro-SaaS with Cordis
8+ hour, 34+ min ago (529+ words) At 3:17 AM on a Sunday, your credit card gets charged $1,400 because a mobile user tapped "Generate" four times on a flaky cellular connection. The browser timed out and retried; your serverless handler caught each severed TCP socket and spawned another…...
Ollama's Responses API accepts previous_response_id, returns 200, and forgets the whole conversation
8+ hour, 45+ min ago (538+ words) Ollama 0.34.0, Debian 13, CPU only, qwen2.5:1.5b. The Responses API, which is the OpenAI-compatible endpoint Codex and similar clients use. Turn 1 plants something the model could not guess: password. Now two controls. The same question with the full history sent in the request…...
Jabir V. - AI Trainer
15+ hour, 11+ min ago (39+ words) Jabir V. OpenTrain AI Profile details and reviews are shared with employers who have access to this AI Trainer’s applications. Shared with authorized employers Connect through OpenTrain to discuss skills and experience for AI training and data labeling projects....