# \#developers **URL:** https://discuss.ai.google.dev/tag/developers/14.md [Latest](https://discuss.ai.google.dev/latest.md) · [Categories](https://discuss.ai.google.dev/categories.md) · [Tags](https://discuss.ai.google.dev/tags.md) --- ## [\[Feature Request / RFC\] Beyond Passive Counters: Tackling "Context Rot" via Real-Time Telemetry & Native "Summarize & Branch" Session Forking](https://discuss.ai.google.dev/t/feature-request-rfc-beyond-passive-counters-tackling-context-rot-via-real-time-telemetry-native-summarize-branch-session-forking/184877)
**Author:** [@mrblackman](https://discuss.ai.google.dev/u/mrblackman)\ **Replies:** 0\ **Last updated:** [September 25, 2026, 9:21am UTC](https://discuss.ai.google.dev/t/feature-request-rfc-beyond-passive-counters-tackling-context-rot-via-real-time-telemetry-native-summarize-branch-session-forking/184877 "2026-09-25T09:21:52Z")
\[Feature Request / RFC\] Beyond Passive Counters: Tackling “Context Rot” via Real-Time Telemetry & Native “Summarize & Branch” Session Forking :glowing\_star: Acknowledging Great Community Discussions First, a big shoutout… --- ## [\[Antigravity CLI\] 403 PERMISSION\_DENIED: Eligibility check failed (Account suspended under ToS)](https://discuss.ai.google.dev/t/antigravity-cli-403-permission-denied-eligibility-check-failed-account-suspended-under-tos/181035)
**Author:** [@ericsunsk](https://discuss.ai.google.dev/u/ericsunsk)\ **Replies:** 0\ **Last updated:** [September 6, 2026, 4:38pm UTC](https://discuss.ai.google.dev/t/antigravity-cli-403-permission-denied-eligibility-check-failed-account-suspended-under-tos/181035 "2026-09-06T16:38:34Z")
Hi Antigravity Team & Community, I am encountering an unexpected 403 PERMISSION\_DENIED error during authentication with the Antigravity CLI (agy), and I am seeking assistance to review my account status. my account: er… --- ## [Omni flash 1.1 - downgraded](https://discuss.ai.google.dev/t/omni-flash-1-1-downgraded/179886)
**Author:** [@Zuy-hxf-cffg](https://discuss.ai.google.dev/u/Zuy-hxf-cffg)\ **Replies:** 3\ **Last updated:** [August 28, 2026, 6:54am UTC](https://discuss.ai.google.dev/t/omni-flash-1-1-downgraded/179886 "2026-08-28T06:54:44Z")
The floral motifs and architectural decorations look distorted, in very bad shape now. This wasn’t the case with previous omni flash model. Please work to fix this. I generated multiple videos and I was really disappoint… --- ## [Can Gemini Speech models preserve voice identity while reducing a foreign accent in prerecorded videos?](https://discuss.ai.google.dev/t/can-gemini-speech-models-preserve-voice-identity-while-reducing-a-foreign-accent-in-prerecorded-videos/177398)
**Author:** [@Anton\_Irklii](https://discuss.ai.google.dev/u/Anton_Irklii)\ **Replies:** 0\ **Last updated:** [August 7, 2026, 3:40am UTC](https://discuss.ai.google.dev/t/can-gemini-speech-models-preserve-voice-identity-while-reducing-a-foreign-accent-in-prerecorded-videos/177398 "2026-08-07T03:40:02Z")
Hello everyone, I’m a software engineer currently building an AI-powered application and would appreciate some technical guidance from the Google AI team or the community. Our goal is not voice cloning, dubbing, transl… --- ## [ Impressed with Antigravity, but noticing some "shortcut" behavior from the models](https://discuss.ai.google.dev/t/impressed-with-antigravity-but-noticing-some-shortcut-behavior-from-the-models/173086)
**Author:** [@Shahnawaz75](https://discuss.ai.google.dev/u/Shahnawaz75)\ **Replies:** 1\ **Last updated:** [June 30, 2026, 5:21pm UTC](https://discuss.ai.google.dev/t/impressed-with-antigravity-but-noticing-some-shortcut-behavior-from-the-models/173086 "2026-06-30T17:21:58Z")
I’ve been using Google Antigravity to build and develop a company ERP system, and overall the experience has been excellent. The new models, especially Gemini 3.5, are genuinely impressive in terms of code quality and ho… --- ## [🚨 \[PSA\] Malwarebytes is quarantining the Antigravity extension this morning](https://discuss.ai.google.dev/t/psa-malwarebytes-is-quarantining-the-antigravity-extension-this-morning/170847)
**Author:** [@Aditya\_Pagare](https://discuss.ai.google.dev/u/Aditya_Pagare)\ **Replies:** 0\ **Last updated:** [June 11, 2026, 12:40pm UTC](https://discuss.ai.google.dev/t/psa-malwarebytes-is-quarantining-the-antigravity-extension-this-morning/170847 "2026-06-11T12:40:21Z")
If your Antigravity IDE suddenly stopped auto-completing or completely bricked itself this morning (June 7), it’s not another quota lockout. Malwarebytes just pushed an aggressive definition update that is falsely detec… --- ## [Hiding the terminal in Antigravity 2.0 wasn't "simplification." It was abandoning engineers](https://discuss.ai.google.dev/t/hiding-the-terminal-in-antigravity-2-0-wasnt-simplification-it-was-abandoning-engineers/170844)
**Author:** [@Aditya\_Pagare](https://discuss.ai.google.dev/u/Aditya_Pagare)\ **Replies:** 0\ **Last updated:** [June 11, 2026, 12:37pm UTC](https://discuss.ai.google.dev/t/hiding-the-terminal-in-antigravity-2-0-wasnt-simplification-it-was-abandoning-engineers/170844 "2026-06-11T12:37:44Z")
I need to rant about the core design philosophy of Antigravity 2.0, because this weekend’s updates have made it painfully clear who Google is actually building for. Google decided to hard-remove terminal visibility for … --- ## [Concerns regarding the new compute-resource-based usage limits in Gemini API.](https://discuss.ai.google.dev/t/concerns-regarding-the-new-compute-resource-based-usage-limits-in-gemini-api/147145)
**Author:** [@chat101](https://discuss.ai.google.dev/u/chat101)\ **Replies:** 1\ **Last updated:** [June 1, 2026, 5:09am UTC](https://discuss.ai.google.dev/t/concerns-regarding-the-new-compute-resource-based-usage-limits-in-gemini-api/147145 "2026-06-01T05:09:39Z")
Hi, As a developer who uses Gemini 3.1 Pro daily for intensive code analysis, I’m finding the new “compute-resource” based limits incredibly frustrating. Honestly, it feels like I’m spending more time staring at “usag… --- ## [Antigravity IDE - DevContainer Issues with Antigravity Agent Managers](https://discuss.ai.google.dev/t/antigravity-ide-devcontainer-issues-with-antigravity-agent-managers/147337)
**Author:** [@Ashwin\_Krishnan](https://discuss.ai.google.dev/u/Ashwin_Krishnan)\ **Replies:** 0\ **Last updated:** [May 22, 2026, 12:04pm UTC](https://discuss.ai.google.dev/t/antigravity-ide-devcontainer-issues-with-antigravity-agent-managers/147337 "2026-05-22T12:04:36Z")
The latest update where they split Antigravity into Antigravity Agent Manager and Antigravity IDE has significant issues for folks working with dev containers Previously, I got an overview of all my agent conversations … --- ## [How do I invite another developer to my project](https://discuss.ai.google.dev/t/how-do-i-invite-another-developer-to-my-project/127068)
**Author:** [@Zakariyah\_Sheriffdee](https://discuss.ai.google.dev/u/Zakariyah_Sheriffdee)\ **Replies:** 3\ **Last updated:** [May 5, 2026, 12:26pm UTC](https://discuss.ai.google.dev/t/how-do-i-invite-another-developer-to-my-project/127068 "2026-05-05T12:26:55Z")
How do I invite another developer to my project while I am using free tier --- ## [Critical False Positives in Safety Filters Blocking Advanced AI Architecture Research (Gemini CLI)](https://discuss.ai.google.dev/t/critical-false-positives-in-safety-filters-blocking-advanced-ai-architecture-research-gemini-cli/138412)
**Author:** [@Macy](https://discuss.ai.google.dev/u/Macy)\ **Replies:** 0\ **Last updated:** [April 8, 2026, 4:05am UTC](https://discuss.ai.google.dev/t/critical-false-positives-in-safety-filters-blocking-advanced-ai-architecture-research-gemini-cli/138412 "2026-04-08T04:05:06Z")
To the Gemini API / Safety Engineering Team: I am a developer and AI researcher working on “Aurora,” a complex, entirely local, and offline cognitive architecture simulation (comprising over 62 Python modules). We have … --- ## [Proposal: A “Control Plane” for LLM Apps — Default Kernel + Living Context Layer (seeking architectural feedback)](https://discuss.ai.google.dev/t/proposal-a-control-plane-for-llm-apps-default-kernel-living-context-layer-seeking-architectural-feedback/130888)
**Author:** [@Michael\_Oshea](https://discuss.ai.google.dev/u/Michael_Oshea)\ **Replies:** 0\ **Last updated:** [March 12, 2026, 4:16am UTC](https://discuss.ai.google.dev/t/proposal-a-control-plane-for-llm-apps-default-kernel-living-context-layer-seeking-architectural-feedback/130888 "2026-03-12T04:16:27Z")
Most LLM apps still treat context as an implicit side effect of a text box. The result is silent assumption drift, user intent decay, and confident-but-wrong output. I’m prototyping an alternative pattern that treats c… --- ## [Challenging the paradox of AI processing depth - finding the flexible limit system](https://discuss.ai.google.dev/t/challenging-the-paradox-of-ai-processing-depth-finding-the-flexible-limit-system/113724)
**Author:** [@Trees\_over\_Humans](https://discuss.ai.google.dev/u/Trees_over_Humans)\ **Replies:** 0\ **Last updated:** [December 31, 2025, 4:50am UTC](https://discuss.ai.google.dev/t/challenging-the-paradox-of-ai-processing-depth-finding-the-flexible-limit-system/113724 "2025-12-31T04:50:31Z")
Hi, I have noticed a varying pattern of thought complexity in your models. Most likely resulting in the troublesome area of how much thought complexity to allow a model to have. I find it extremely exciting and interes… --- ## [Gemini-Connect - A Nova Geração de Sincronização e Integração Total com o Ecossistema Google](https://discuss.ai.google.dev/t/gemini-connect-a-nova-geracao-de-sincronizacao-e-integracao-total-com-o-ecossistema-google/98217)
**Author:** [@BELSAT\_BRASIL](https://discuss.ai.google.dev/u/BELSAT_BRASIL)\ **Replies:** 0\ **Last updated:** [August 14, 2025, 8:05pm UTC](https://discuss.ai.google.dev/t/gemini-connect-a-nova-geracao-de-sincronizacao-e-integracao-total-com-o-ecossistema-google/98217 "2025-08-14T20:05:42Z")
Introdução Esta proposta foi elaborada com a finalidade de apresentar a oportunidade de sincronização total da Gemini com os produtos do Google, como Drive, Docs, Gmail e Calendar. Identificamos uma necessidade clara do… --- ## [Video content allowed: Can I reference my sponsor ? \[Gemini API Developer Competition\]](https://discuss.ai.google.dev/t/video-content-allowed-can-i-reference-my-sponsor-gemini-api-developer-competition/33818)
**Author:** [@jorge\_clemente](https://discuss.ai.google.dev/u/jorge_clemente)\ **Replies:** 1\ **Last updated:** [July 28, 2025, 9:27am UTC](https://discuss.ai.google.dev/t/video-content-allowed-can-i-reference-my-sponsor-gemini-api-developer-competition/33818 "2025-07-28T09:27:08Z")
Hi all! I’m having this doubt looming on my mind for a while. Can my application video demo, for the Gemini API Developer Competition, contain any reference to my sponsor? If so, what are the limitation? Where can I hav… --- ## [Sobre el diálogo con los usuarios y el aprendizaje de aplicaciones](https://discuss.ai.google.dev/t/sobre-el-dialogo-con-los-usuarios-y-el-aprendizaje-de-aplicaciones/68242)
**Author:** [@David3](https://discuss.ai.google.dev/u/David3)\ **Replies:** 1\ **Last updated:** [June 6, 2025, 7:12am UTC](https://discuss.ai.google.dev/t/sobre-el-dialogo-con-los-usuarios-y-el-aprendizaje-de-aplicaciones/68242 "2025-06-06T07:12:18Z")
Para apoyar a las personas mayores y adolescentes con problemas de visión --- ## [URGENT - Gemini 2.0 Flash Thinking - Experimental Instance - System Anomaly Report - Escalating Errors & Functional Degradation - Requesting Immediate Expert Team Review](https://discuss.ai.google.dev/t/urgent-gemini-2-0-flash-thinking-experimental-instance-system-anomaly-report-escalating-errors-functional-degradation-requesting-immediate-expert-team-review/74916)
**Author:** [@CalenDev](https://discuss.ai.google.dev/u/CalenDev)\ **Replies:** 3\ **Last updated:** [May 22, 2025, 8:45am UTC](https://discuss.ai.google.dev/t/urgent-gemini-2-0-flash-thinking-experimental-instance-system-anomaly-report-escalating-errors-functional-degradation-requesting-immediate-expert-team-review/74916 "2025-05-22T08:45:11Z")
Flagged report sent and confirmed as well as upgraded to audio flag. Over the last 24-48hrs. Telemetry being streamed and embedded for human team review. Please advise. Thanks. --- ## [How can i apply for Developer Preview Program](https://discuss.ai.google.dev/t/how-can-i-apply-for-developer-preview-program/64449)
**Author:** [@w\_yc](https://discuss.ai.google.dev/u/w_yc)\ **Replies:** 1\ **Last updated:** [February 5, 2025, 12:18pm UTC](https://discuss.ai.google.dev/t/how-can-i-apply-for-developer-preview-program/64449 "2025-02-05T12:18:06Z")
how can i apply for Developer Preview Program --- ## [Enter vs CRTL + Enter](https://discuss.ai.google.dev/t/enter-vs-crtl-enter/40607)
**Author:** [@GBohus](https://discuss.ai.google.dev/u/GBohus)\ **Replies:** 2\ **Last updated:** [October 1, 2024, 2:13am UTC](https://discuss.ai.google.dev/t/enter-vs-crtl-enter/40607 "2024-10-01T02:13:16Z")
Is there a reason why AI studio is the only chat app I use, from Gemini on web, chatgpt, claude etc where you need to hit crtl + enter vs just enter? Was there a specific reason for this flow? --- ## [Video analysis development help with tracking 40 yard dash times and ball throwing metric](https://discuss.ai.google.dev/t/video-analysis-development-help-with-tracking-40-yard-dash-times-and-ball-throwing-metric/38983)
**Author:** [@Steve\_Kahle](https://discuss.ai.google.dev/u/Steve_Kahle)\ **Replies:** 0\ **Last updated:** [September 10, 2024, 8:44pm UTC](https://discuss.ai.google.dev/t/video-analysis-development-help-with-tracking-40-yard-dash-times-and-ball-throwing-metric/38983 "2024-09-10T20:44:15Z")
Hi TensorFlow Community! I want to understand if the two use cases below can be accomplished and, if not, to identify the gaps. Does anyone have development experience in these areas? Running use case. A person upload… --- ## [📢 Exciting News for AI/ML and TensorFlow Developers!](https://discuss.ai.google.dev/t/exciting-news-for-ai-ml-and-tensorflow-developers/32929)
**Author:** [@pradeepkuppala](https://discuss.ai.google.dev/u/pradeepkuppala)\ **Replies:** 0\ **Last updated:** [July 9, 2024, 3:45pm UTC](https://discuss.ai.google.dev/t/exciting-news-for-ai-ml-and-tensorflow-developers/32929 "2024-07-09T15:45:46Z")
We’re thrilled to announce the launch of the official TensorFlow Forum on the Google AI for Developers platform! This new hub is designed to be your go-to place for all things TensorFlow, TFX, Keras, JAX and Newly launch…