Apr 16 · 6 min read · The Gemini API has two variants (AI Studio and Vertex AI), overlapping model naming between generations, and error messages that aren't always clear about what's actually wrong. If you're here because your Gemini API integration broke, you're probabl...
Join discussionApr 16 · 10 min read · Google's Gemini 3.1 generation marks a turning point in how developers interact with large language models. With a 1-million-token context window, native processing of video, audio, images, and code in a single request, plus sandboxed in-session code...
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Apr 15 · 5 min read · Status check: Go to workspace.google.com/status for Google's official status. For a quick user-report check, try downdetector.com/status/google-gemini. Gemini's not responding. Or it loaded the interface but every message returns "something went wro...
Join discussionApr 12 · 12 min read · Gemini 3.1 Pro Developer Guide: Benchmarks, API, and Pricing Google released Gemini 3.1 Pro in preview on February 19, 2026, and it immediately reshaped the frontier model conversation. With a 77.1% score on ARC-AGI-2, it surpassed Claude Opus 4.6 (6...
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Apr 12 · 9 min read · Most of the Gemma 4 coverage you've seen is benchmark-focused. Gemma 4 31B scores X on MMLU. It beats Y model on HumanEval. Numbers, charts, leaderboard positions. None of that coverage answers the question I keep seeing in developer forums, Slack ch...
Join discussionApr 7 · 9 min read · What if an AI could remember every interaction, not just its last few sentences? This is the promise of LLM memory, and Google's technological ecosystem plays a crucial role in its realization. By integrating advanced search, scalable storage, and so...
Join discussionApr 7 · 9 min read · Imagine an AI that doesn't just answer your question, but remembers your entire conversation history, your preferences from last year, and the nuances of your ongoing projects. This is the ambitious goal driving Google titans giving AI human-like mem...
Join discussionApr 4 · 16 min read · On April 2, 2026, Google released Gemma 4, a family of four open source models built on Gemini 3 research. And one number stands out from every other benchmark in the release notes. On tau2-bench, the leading evaluation for real-world AI agent perfor...
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Jan 12 · 8 min read · Part 1 of this series introduced the facial tension detector I am building, inspired by a rough night in the ER with a migraine. I am building this project to explore whether making facial tension visible and interruptible can meaningfully change how...
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