@imjaredz@sachnk@tryramp@DevinAI Basically map each model’s jagged frontier as a multi-dim area plot. Drop the prompt onto the same space, then pick the one whose shape gives the smallest delta covers what’s needed without a bunch of useless overlap. Profit
Notably, the budget panel was comparable with Claude Fable 5 in performance.
A panel of Gemini 3 Flash, Kimi K2.6, and DeepSeek V4 Pro, fused together, beat solo GPT-5.5 and solo Opus 4.8 outright.
And it landed within 1% of Fable 5 while costing roughly half the price.
One of the things an AI programmer has to do is set aside time every weekend to try 10 new ideas out. My schedule is full but its a necessary evil to stay at the frontier.
@svpino Just need a lot of adhd, trust issues, and a feature rich roadmap planned in the morning. The more you can anticipate , the further you can extend your programming session.
API is Available Today!
🔹 Keep base_url, just update model to deepseek-v4-pro or deepseek-v4-flash.
🔹 Supports OpenAI ChatCompletions & Anthropic APIs.
🔹 Both models support 1M context & dual modes (Thinking / Non-Thinking): https://t.co/MUPiwkDI8T
⚠️ Note: deepseek-chat & deepseek-reasoner will be fully retired and inaccessible after Jul 24th, 2026, 15:59 (UTC Time). (Currently routing to deepseek-v4-flash non-thinking/thinking).
6/n
API is Available Today!
🔹 Keep base_url, just update model to deepseek-v4-pro or deepseek-v4-flash.
🔹 Supports OpenAI ChatCompletions & Anthropic APIs.
🔹 Both models support 1M context & dual modes (Thinking / Non-Thinking): https://t.co/MUPiwkDI8T
⚠️ Note: deepseek-chat & deepseek-reasoner will be fully retired and inaccessible after Jul 24th, 2026, 15:59 (UTC Time). (Currently routing to deepseek-v4-flash non-thinking/thinking).
6/n
@lateinteraction@jeremyphoward the amount of time i have to tell the ai to seed the data and save intermediate step to file for benchmarks and iterative runs…
i think I will force it to run jupyter notebooks now. Thanks!
Yes anyone can make a MVP app. Now what about the other 20 steps afterwards. I still spend so much time architecting the right production design and requirements. Would be easy if I had unlimited money in AWS. Wouldn’t that be nice. Building against each enterprise constraints is what separates hobbyists and builders.