“#7 𝕏 Philipp Schmid published a guide for Gemini Interactions API’s new `thought` steps and encrypted signatures, detailing stateful vs. stateless modes, seamless model switching, and effortless context management to supercharge agent development.”

#7 𝕏 Philipp Schmid published a guide for Gemini Interactions API’s new `thought` steps and encrypted signatures, detailing stateful vs. stateless modes, seamless model switching, and effortless context management to supercharge agent development. Also covered by: @Sundar Pichai

“Philipp Schmid shares Google’s Gemini API interactions quickstart guide, helping PM builders quickly set up and test the new Gemini AI model.”

#20 𝕏 Philipp Schmid shares Google’s Gemini API interactions quickstart guide, helping PM builders quickly set up and test the new Gemini AI model. #21 𝕏 Lenny Rachitsky shares eight actionable insights from Eric Ries—spanning financial gravity, CEO retention post-IPO, public-benefit corp structures like AnthropicAI, mission protection, and principled decision-making exemplified by Cloudflare.

“#4 𝕏 Philipp Schmid updated the Gemini Interactions API to replace rigid `user`/`model` roles with discrete “steps” (user_input, thought, function_call, tool_call, model_output, etc.), consolidated response_format controls, and added a toggle in the docs.”

The item describes API changes and new interaction structure for Gemini.

“Philipp Schmid : The Gemini API File Search tool now offers true multimodal PDF and image retrieval using `gemini-embedding-2`, handling chunking, embedding, indexing and grounding in one call.”

#4 𝕏 Philipp Schmid : The Gemini API File Search tool now offers true multimodal PDF and image retrieval using `gemini-embedding-2`, handling chunking, embedding, indexing and grounding in one call. #15 𝕏 Philipp Schmid shows Gemma 4 pushing the Pareto frontier on Code Arena, with Gemma-4-31b at #13 and Gemma-4-26b-a4b at #17 among open models you can run on a MacBook Pro.

“Philipp Schmid launched Multi-Token Prediction for Gemma 4, tripling inference speed with zero quality loss—now available E2B/E4B under Apache 2.0.”

#13 𝕏 Philipp Schmid launched Multi-Token Prediction for Gemma 4, tripling inference speed with zero quality loss—now available E2B/E4B under Apache 2.0. #14 𝕏 Philipp Schmid outlines four subagent coordination patterns—tool calls, spawns, pools, and teams—to structure multi-agent workflows.

“#9 𝕏 Philipp Schmid launched a QoL upgrade for the Interactions API: errors now name the exact field and bad value, list supported enum options, show expected vs. actual formats, and pinpoint field paths like `input[0].name`.”

#8 𝕏 Logan Kilpatrick rolled out extensive error message improvements for the Interactions API, making its feedback far more human- and agent-readable. #9 𝕏 Philipp Schmid launched a QoL upgrade for the Interactions API: errors now name the exact field and bad value, list supported enum options, show expected vs. actual formats, and pinpoint field paths like `input[0].name`. #10 𝕏 Guillermo Rauch launched npx deepspec, an open-source agent orchestrator that leverages thousands of parallel coding agents in Vercel Sandbox to uncover critical security vulnerabilities in minutes. #11 ▶️ AI Agents run my business and life Greg Isenberg Andrew Wilkinson demonstrates running an autonomous SaaS business using Claude-based OpenClaw agents orchestrated in Harbor to handle support ticket triage (including auto-fixing P0 issues and merging PRs) and marketing campaigns via Post Hog and Meta/Reddit ads.

“#10 𝕏 Philipp Schmid published a developer getting-started guide on building and running Deep Research workflows with the Gemini API, covering API setup, workflow construction, and executing deep research queries.”

#10 𝕏 Philipp Schmid published a developer getting-started guide on building and running Deep Research workflows with the Gemini API, covering API setup, workflow construction, and executing deep research queries. #11 𝕏 Cursor launched the Cursor SDK, letting PM Builders spin up agents with the same runtime, harness, and models that power Cursor.

“Philipp Schmid launched collaborative planning in the Gemini API’s Deep Research, letting you use a `collaborative_planning` flag to request and iterate on a draft research outline (e.g., “add a section on power efficiency”).”

#6 𝕏 Philipp Schmid launched collaborative planning in the Gemini API’s Deep Research, letting you use a `collaborative_planning` flag to request and iterate on a draft research outline (e.g., “add a section on power efficiency”).

“#5 𝕏 Philipp Schmid announced Gemini Embedding 2 now GA: a single embedding model unifying text, images, video, audio and PDFs in one 8,192-token, 100+ language space with native audio embeddings and flexible 768/1,536/3,072-dim outputs.”

#5 𝕏 Philipp Schmid announced Gemini Embedding 2 now GA: a single embedding model unifying text, images, video, audio and PDFs in one 8,192-token, 100+ language space with native audio embeddings and flexible 768/1,536/3,072-dim outputs.

“Philipp Schmid shared a hands-on guide to Google AI Studio’s Gemini Deep Research Agent, detailing setup steps, prompt engineering tactics, and advanced web-scraping workflows complete with sample code.”

#10 𝕏 Philipp Schmid shared a hands-on guide to Google AI Studio’s Gemini Deep Research Agent, detailing setup steps, prompt engineering tactics, and advanced web-scraping workflows complete with sample code.