Runpod Weekly: Runpod in Claude and ChatGPT
Browse 43 models in the new Model Hub, plus REST API v1 shuts down November 15.
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Browse 43 models in the new Model Hub, plus REST API v1 shuts down November 15.͏ ͏ ͏ ͏ Runpod (https://resources.runpod.io/e3t/Ctc/DP+113/d2S9mR04/VVygfw71G0hzW7pRXxT1cwycSW89-nNw5Xf3ggN58csPv3l5QzW6N1vHY6lZ3lvW1HvKVK6ycDYYW3kLTjq5zKBbsW2VXCj93JJlL2W91nLTS7W1FybW8vM1jC6Zk1C_W15_f142tC3WbN1MjFzkNnwYmW4pCRMk1RW62FW7W9NFY6H_PzVW3D6xVV4-K2sYW4XLjJP7QgDNPW3MmrzB73NY-lW45ZpfZ2-Js-0W2B3_-z1pG-GZVnP4ZH29ZdCCW6ZX_547QxDk3W7L7pD76z9nPMW9jPjy988YJ8zW5R8pPg1b43vgW16bMs716ncmxW6WnxJS5CsdbTW8pl1JC1NQ-Yxf5TbHhq04 ) Log in (https://resources.runpod.io/e3t/Ctc/DP+113/d2S9mR04/VVygfw71G0hzW7pRXxT1cwycSW89-nNw5Xf3ggN58csPv3l5QzW6N1vHY6lZ3nZW4r9dDL1w9NjbW8JM9g48BqnNwW4G4Jxg6KkZvRW97JkhZ29lNKbW66JqNM7GpB5WW8LwKBt8G-cDfW8ZhwC51wH1RLW6f0VbD7sYksTN1LfpD-S73G-W2qQl_b8sQl-tW4VqxBs4qvw0FW1WWVCB4jKsG0W3lz0qk2Ck_2SW4r733S530wXpVb6HZ52B29PxVbpVzP5vs0LJN3t5Qtl_cl68W2PmWcZ1yBPYFW1ttfL_1-TNBNW1cVVpJ7sP1F3W2Jwp4g30z11HW2j0f5L3nTj0Qd_W-P404 ) Your coding agent can now run Runpod Your coding agent can now run Runpod (https://resources.runpod.io/e3t/Ctc/DP+113/d2S9mR04/VVygfw71G0hzW7pRXxT1cwycSW89-nNw5Xf3ggN58csQn3l5QzW8wLKSR6lZ3nMW6X4SKl3bVNwBW724DSQ6CbT4bW10hhsr8327FcV_DT0D547Rp5N1dGSDC-YmTBN64T5Hg7FHqHW2g6rJp1qLKXLW8sSChR2QkPGBW3s2MCQ527MKwN5W_NXqSPVYdW39F8_l5cdK2cW80zc1W6j45-TW2j6HXQ4ccnbrW8Hpx4c6r3zW8N4JtTQNPBvYTW5Pg6M-1QY8pbW84bwmv57WDsnVRlPwD4KZ2jhW72qqsG85f1jHW6XR63C8njkLQW1Mbr338SQZ6PW3B96kd7rMmSQW65jXZ32-CjLJW46yVMv82y-NdW2LKMyg8Gmtn0W32mlsD7-t1TSW4dttN21YPj5tVwmkpr88jPChf8_fNzC04 ) Connecting a coding agent to a cloud usually goes like this: create an API key, find the right config file, paste in a JSON block, and restart the agent. Our setup guide is one sentence. Paste it into your agent: “Read agents.runpod.io and set up Runpod for me.” Your agent installs our skills—tested procedures for jobs like deploying a Pod—and connects our hosted MCP server, which carries current docs. Then you sign in with your Runpod account in your browser, or use an API key if your client doesn’t support browser sign-in. Every MCP tool is labeled read-only or destructive, so you decide which actions your agent takes without asking you first. One-prompt setup is part of the November release of Runpod for Agents, and more is coming in December. It works in 17 agent clients, including Claude Code, Codex, Cursor and ChatGPT. Read blog (https://resources.runpod.io/e3t/Ctc/DP+113/d2S9mR04/VVygfw71G0hzW7pRXxT1cwycSW89-nNw5Xf3ggN58csQn3l5QzW8wLKSR6lZ3nMW6X4SKl3bVNwBW724DSQ6CbT4bW10hhsr8327FcV_DT0D547Rp5N1dGSDC-YmTBN64T5Hg7FHqHW2g6rJp1qLKXLW8sSChR2QkPGBW3s2MCQ527MKwN5W_NXqSPVYdW39F8_l5cdK2cW80zc1W6j45-TW2j6HXQ4ccnbrW8Hpx4c6r3zW8N4JtTQNPBvYTW5Pg6M-1QY8pbW84bwmv57WDsnVRlPwD4KZ2jhW72qqsG85f1jHW6XR63C8njkLQW1Mbr338SQZ6PW3B96kd7rMmSQW65jXZ32-CjLJW46yVMv82y-NdW2LKMyg8Gmtn0W32mlsD7-t1TSW4dttN21YPj5tVwmkpr88jPChf8_fNzC04 ) Price out a model before you deploy it Find a model and what it'll cost (https://resources.runpod.io/e3t/Ctc/DP+113/d2S9mR04/VVygfw71G0hzW7pRXxT1cwycSW89-nNw5Xf3ggN58csPv3l5QzW6N1vHY6lZ3m_W8wVr7D2HFTW5VTZnst8cGKHmW4_S1r04qXwHdW4QVQPx4k_wPnW940JJl7_8w0BW6rh7Wq7D92ZCMy-y9mVXvYMW90L6pp1CMq3DW2YKptH3rjhZnN5N7vpw5q6HvW7jhxth3NCrxTW1WF8mN2p04gNW76XMsV80s3lVW4QGtC33jHTxYW6JJmG51QsQCFW3dXSR-6_CnF1W7f2dfd8_7qQwW899Vjx9gllyJW3K2Vd-1-cpn_W3nB4dn7M1GPNW7jRG1c54g8XdN92wHp3X2ztfdXsSb004 ) Our new Model Hub lists 43 models you can call through an API today. Each model’s page also shows the GPU it runs on, the code to deploy it and what it costs per hour to run it on your own endpoint. Browse models (https://resources.runpod.io/e3t/Ctc/DP+113/d2S9mR04/VVygfw71G0hzW7pRXxT1cwycSW89-nNw5Xf3ggN58csPv3l5QzW6N1vHY6lZ3m_W8wVr7D2HFTW5VTZnst8cGKHmW4_S1r04qXwHdW4QVQPx4k_wPnW940JJl7_8w0BW6rh7Wq7D92ZCMy-y9mVXvYMW90L6pp1CMq3DW2YKptH3rjhZnN5N7vpw5q6HvW7jhxth3NCrxTW1WF8mN2p04gNW76XMsV80s3lVW4QGtC33jHTxYW6JJmG51QsQCFW3dXSR-6_CnF1W7f2dfd8_7qQwW899Vjx9gllyJW3K2Vd-1-cpn_W3nB4dn7M1GPNW7jRG1c54g8XdN92wHp3X2ztfdXsSb004 ) Runpod Python SDK 2.0 is live Manage Runpod directly from Python with SDK 2.0, now available on PyPI. Requires Python 3.10 or later. pip install runpod rp login Read our SDK overview (https://resources.runpod.io/e3t/Ctc/DP+113/d2S9mR04/VVygfw71G0hzW7pRXxT1cwycSW89-nNw5Xf3ggN58csPP3l5QzW7lCdLW6lZ3mwN4qm6CN6T4qxW1nwl8z8ZCd16W2J_GY514mlyGW4xv-DY46v73LW5_19PB2g-T9fW1HwwR82mLH3gW4kn0Hs4wWcb5W6QPCgT6WxG0fW17qTcC6ZBZhZW4C3T2F8VVgPsW4PrzKR7H2BMvW28k50C1y4QmmW5mrkdL1PYnb4W3kFKc23bmn8mW29YlW41q9ZzWN6jYNTKbCwQ2W2NRdjS51crwHW44PbKS10t_4bW23NQm52p6B-PW2gFrv58YlyzfW2zF3Pj4QRsHpN2yHmDJpGhnSW4BFmmb93QcPVW5hjg8G76J41Zf2TxtJT04 ) REST API v1 shuts down November 15 REST API v1 stops working on Sunday, November 15. The migration guide maps every v1 call to its v2 equivalent. Move to v2 (https://resources.runpod.io/e3t/Ctc/DP+113/d2S9mR04/VVygfw71G0hzW7pRXxT1cwycSW89-nNw5Xf3ggN58csQ43l5QzW7Y8-PT6lZ3mtVt3d5312RT5nW5B9Hd11fcVjvMZnGm0mX_v_W6d64KY3M3tPpW4qHbWK3Q8Xb9W246Lzr6yD82VN5RqSLF8Y0khW6ny0dS5Qbh3NW8fPzmV8Qh1CnW6x5DRQ4YlbmRW538qrL1bx9T1W1pQQ3N3JDSPDW1N8qXh5py63kW6nHr534cl_WPW2MvMrW3wN_ptW3vk-yJ7rdKfYW7Gwt2S2wlts_W8yNDFn8vn30lW5STKDG5dr5vvW38Pjf731PzM1W1GF99n89HT6wV911lB5m66FYW2tc4RP2Pl_kGW1nGSKN5hV8pVW5K_XDP96tN5-W7RtMm94hX_D8f3dGkyq04 ) What we published Train 2.3x faster with BF16 On a single H100 SXM, BF16 pushed 149,142 tokens per second, 2.3x faster than TF32 and 9x faster than plain FP32. FP32 had a good run. Read guide (https://resources.runpod.io/e3t/Ctc/DP+113/d2S9mR04/VVygfw71G0hzW7pRXxT1cwycSW89-nNw5Xf3ggN58csNC5jGjMW50kH_H6lZ3q5W73l-fZ8SgqFwV8SCLB5MHh4KW4-yVLz3VXFyrW1C2_TL5kShWQW4f348f692P8YW653ylw884q72VbzTF57cFnNwW5sbm6b8psynDW2Y7X5h3xpwywW2rhsn_7Hz73SW8MB5XJ5hLVw7W8bDz5W8NRMD9W6mKSj_7ZNJqZW6hT-B-7WvgyqW3p-fPZ4zHSZWW7R4YZD8dM6VYW1r0Xnk2X_ZdkW6T_wBY8YGsXmW56Py7J5wGKK6W4-WJfB4tYr0sW82l0yt4n49vGW10wKJP4_sHWZW4t6_nG1vdTGdW8XtCGh52VrK7W6grbnn8wxXCgW35wCVG6dLn3YN5K7hv-pWgZxVJhLNz5f11Q5TvTPh4Yh7ymW6kl3wn84GR6WW4N-BWr64m46DW1FyZSh5pjChVf8xMPxW04 ) Build container images without a Docker daemon Weld started as a weekend experiment and now builds and pushes container images from inside a Pod, no Docker daemon required. It's still alpha, so bugs go to GitHub. Read blog (https://resources.runpod.io/e3t/Ctc/DP+113/d2S9mR04/VVygfw71G0hzW7pRXxT1cwycSW89-nNw5Xf3ggN58csQn3l5QzW8wLKSR6lZ3n0W63mBRV6gPZPtW7JZCDz8TmSdZN6cJZGDK5J3SN1sSbqsH5KwtW9bNSSZ6qgvbsVcB8qQ163vzqW3Kps8W7RR-b_W7Hpwc84rVRllN7GkWRn5VGP_W5dQpFY6JYmXcW4-yq9_7Yc03HW8J0Ld48w-HWVW6MKwZ523CzY8N6QycbVQ3pVDW8RXJ8Y2t4Tb8W8CR81y69FGz1W1jwTBq4yFWbwV24lrJ6RBvJJW4rHFxt51YggtW4tyvnL29pVPrW479v7r8SX4rwW5Gk57P7B5DvXW2b6-JT1TlCh0W25F0SR7W76GfW73f0nH1FQCJlW3_mHZy5NhCBhW2S5sj-6WyPhYW18HjNS2-qRrRf4qbHgR04 ) Before you hit publish on that template A public template shows every field to everyone, environment variables included. A private template doesn't make its image private, either. Keep credentials in Runpod secrets, where they stay yours. Read blog (https://resources.runpod.io/e3t/Ctc/DP+113/d2S9mR04/VVygfw71G0hzW7pRXxT1cwycSW89-nNw5Xf3ggN58csQn3l5QzW8wLKSR6lZ3lJW1Y9Q_74S4-gwW6mQ-P65TGhBYW6NY70P96v25DW75ZJ1g1cbn56W3mkX_K8fbRchW8qfMPl39kqn8W2JKb7Q2mcWg3W551Bp64RXVG4N5t337nFYKTnW1_jk5v7gl-y1W3m9mJt7nbHb1VzkWR41L-7g1W1JCPmy7C7nldN2j_TcYxpssxW2NGy2M4tw1RCW37T7zG7XmJW0W2J336r6zq-xlW1pt1SG7J7yr3W7VFKJn3Wq0g5VF87Kp563YWpW8RMXbC6y-cJjN9ddWrjf81K1W1M7HKR4FG7qXW8nJl2Q3Bb5zpW1wswW_7Pph4PW2cKPw12gl3kqVk88Mq1Lh0H6W7nQY1j715-4nf7zBnfb04 ) Build your first custom template Package a PyTorch image with your code, save it as a private template and launch a Pod from it. The finish line is your GPU returning [2.0, 4.0, 6.0], which feels better than it should. CTA Link (https://resources.runpod.io/e3t/Ctc/DP+113/d2S9mR04/VVygfw71G0hzW7pRXxT1cwycSW89-nNw5Xf3ggN58csQn3l5QzW8wLKSR6lZ3lDW3p5pZx6VhGWqW34HVDx6vwd-MW2RDdB-4PBylQW4lKxTg3ZJnm7W4PBT9L6pL3LgW3-4Rg15MJz2DW7FKWCC441lZkW3GvGVT3xr0TBN7Mrsy2YMWc5W7tpyKL3Ptl0zW8Pfr9t1mxGV4W3Tvq9C3JtW3XN7RtmbPxpFXVW8F3S9m1RxHrfW76bBRK3NPQGCW6gq3s55RT0zsW3Z33yK6H7k4yW1-hy6F7pYcYmW8sgG7c3cGzvsW3X2tpc2l2X37W2S-tjS8QLQztW5TmNYs6PXCmsW4QxXnx3wKxBZW1q8dpB1XDz6XVc_Fbv400M-0W923VyJ4gflKbW50M_3g7Fp85SV1flVS5y133bf2mN-9204 ) Where to find us Virtual: Build long-running agents with Kimi — November 12 How do you keep a long-running Kimi agent from eating your token budget? Moonshot AI's DevRel lead covers which Kimi model fits which job and how to cut usage. 11/12: Save your seat → (https://resources.runpod.io/e3t/Ctc/DP+113/d2S9mR04/VVygfw71G0hzW7pRXxT1cwycSW89-nNw5Xf3ggN58csQH3l5QzW95jsWP6lZ3mQW6sLFpw26NZnHW4dqBR499dVRBMLHTbv57ztBW5s2w5B3WVzQ_W8v16ZY2jK1llW6rxS4h6fF0DDN7-R_T_vwr2ZN5J-bxv9TDYXN8QDDzgMdfDHW1CS7cn4MBwg1W7C5lRt329BKdW51Cvd68Nm-ncN7BQLy7DpCm7W8n64lD42RPXTW1tw1nT1Fm1lGW6m2F5y32PHfWW6pQGf_8XzhFDVjL1xV46CpF_W7bcmDQ2Py0pFW2_6P1612_vvqV6Rv532F7NJGW3jRTqB6FKKBWW61NQgL8cY5mvW7HVJ045zpb3LW7ktVcp5rKTNvW9dzr9n4HBqjtW6S16Tv7906RKW5kvR9M6MbR7sW878J1323J_YkW3XVN6W6lX3lzdVTJnn04 ) In person: bem + Runpod happy hour, Austin — November 16 Howdy, Austin. Join us and bem for drinks, snacks, lightning talks and a raffle, 6‑8 PM CT. 11/16: Save your spot → (https://resources.runpod.io/e3t/Ctc/DP+113/d2S9mR04/VVygfw71G0hzW7pRXxT1cwycSW89-nNw5Xf3ggN58csPP3l5QzW7lCdLW6lZ3m-W1CWDxJ4DDNsVN5D_yCnDBtbXN3Zwf-DgNPbFW4HLPSY6L0ffnW4JB6Lj8XQDkJW1jQg9k2dxndRW2gDFl83khRydW8r3KwB3S-gP2W11vg9g6_GghQW3W7WkR1Phm1LVtw7R87dVZLQW70p9J42VpDTVTNl_B3gdfCGW4PNc835l55dxW4t0ypz6krYwRW1psttC1BGh4MVGDjy26FtQ7vW7_cs3Y8FsQn6W1yCRgM6K_SqJW1l5B2-54NmJQW3W-m8y8my8V5W3-N3DN18GhBBW4QTbLc1hDRXTW25HTLV1qvlShf8dckSq04 ) In person: MLOps World, Austin — November 17-18 Still in Austin? Find us at the Etter-Harbin Alumni Center, or watch our Runpod Flash demo on the free virtual day, November 16. 11/17: See the agenda → (https://resources.runpod.io/e3t/Ctc/DP+113/d2S9mR04/VVygfw71G0hzW7pRXxT1cwycSW89-nNw5Xf3ggN58csPv3l5QzW6N1vHY6lZ3kSW4BYMMm1g1GTCVmb49076Hj5sW7GDY101wvwKSW341j7W6Zx2SnW6BTfCM2JL84zV7bpzS3wFF3YW8-Hf_t56xFylW2yfrpb4Jz5hRW20rtmZ3RlRldW8nMSvp8cg9yzW90VFmw8X5MZpVxmNKk6WKL9SW4jkQQD9fqvrlW7RSrVs3_4JXPW4qBQ2W2hnMPHN5r2SvG-GnfMMDQbJdD0wJfW2H2JbS8qwp2ZN6D3w2SKGC6mW7dxLMq4hRykdVtXczv4JlNM4W7kLhhw66SKfkf5hM86d04 ) GitHub (https://resources.runpod.io/e3t/Ctc/DP+113/d2S9mR04/VVygfw71G0hzW7pRXxT1cwycSW89-nNw5Xf3ggN58csPv3l5QzW6N1vHY6lZ3mdW6yKYNb7_vDNcW55XXv06-fKSfVZnKdg8r8-S3W3QRrkB63GXWvW4CdcDz3rKBqTW72TXNP2r3cQrW15LPtV1tdBcTW7QTb7Y5rw04DW2ddcF37k_Y2SW5BHdqR4mJCrCW4q2h545zWFrwW6p0HVS8p2lTbW86GHLw4vFwDxW2jWfhl7v0pDnW7lX1h-2NV4CsW333sVl5JvH3DW6xVcPj97ZT0mW7qbVRg7ghxzYW35fvNt4r_7nhW8zpm8v5B9FfrW25BXHW1Q6NCMW30DdNG6l5xb1f4KVG4-04 ) Hugging Face (https://resources.runpod.io/e3t/Ctc/DP+113/d2S9mR04/VVygfw71G0hzW7pRXxT1cwycSW89-nNw5Xf3ggN58csPv3l5QzW6N1vHY6lZ3nLW7bNmms4Sns9xVLlT3h976D4XW4xpZtM6YrxSjW8WvBR41-cnV7VHQYrn28D-l_W7Qy87N5vTGsMW8t6-QB3FqYMfW7Xgflr71vwQ0W1xKw002YpdJlVrZhsn41RHvpW5Wsdg448dybhW59h5Z94GZHy6W4VFGJC6L--cMW3Ncgh38QyWqmW8rrtF_77S6d8W4rgFwM6_Bn6zW4zPryq6Y-86yVlQ9gn3qbJxXW3Gy7pr2prJZpW61zdLs2gsPQSW2DLt-04FpNJTW5YR9CZ8P3FNhf5zTh-x04 ) Discord (https://resources.runpod.io/e3t/Ctc/DP+113/d2S9mR04/VVygfw71G0hzW7pRXxT1cwycSW89-nNw5Xf3ggN58csPv3l5QzW6N1vHY6lZ3mTW49qNSj5Pbw43W2_lVSH23pdf1W5VgyhV85DJ0-N4pTBpJS8jNQW2vYwD58ddSFfVrtM4K6VmrjGW1Fs3df1Q9SDSW8cwwHm3yq_LrW5c19sB8FXrPdW54WZ0Z5zfKj7W59tm-s8nqd9cW6YShX-1f41YwW8hDRbl9fN3QxVgSyHm5ZpFkhW737xsH8qfp26VLSm6Q4MZxYbW4b_LPT66STWzW4hk1kt6HmFlRMQJKn8XtjnnW179QCY7fXry4W4t7Tdk3s8QCfW6X2C-n8Twb2kf3pZXBv04 ) X 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- Sent
- 11 November 2026 · 21:00 UTC
