2+ hour, 9+ min ago   (212+ words) The iOS Student Developer Program — a collaboration of Apple, Infosys and select universities — was created in response to this shift. Students from a range of backgrounds learn and execute the full product development journey and integrate their design, technology and…...

1+ day, 13+ hour ago   (1738+ words) I built a system that automatically discovers, verifies, and applies relevant requirements from earlier interactions without asking the user where they came from. I built a complete, working implementation in pure Python and shared actual benchmark numbers from real runs…...

43+ min ago   (848+ words) None of these three models are exclusively API-only, but most organizations that are not ready to stand up their own inference cluster will start on a hosted API before considering self-hosting. Pricing varies by provider and by caching behavior, and…...

9+ hour, 10+ min ago   (463+ words) Which id to call These are the upstream provider rates. Pay as you go adds 5%, or 0% if you bring your own keys, and there is no per-request fee. Prompt caching and routing change what you pay against these rates, not…...

7+ hour, 52+ min ago   (1317+ words) Authors: Dayeon Kang, Jade Sheffey, Mingshi Wu, Pubali Datta, Amir Houmansadr Release Date: Monday, July 20, 2026 In this work, we present CensorLess, a circumvention proxy that leverages the unique benefits of serverless platforms. CensorLess comprises three components: a local proxy that…...

2+ hour, 45+ min ago   (1120+ words) Last verified: 2026-08-12 · Free while experimental · No SLA · EU data centers · OpenAI-compatible · Rate limits: 3M input / 60K output tokens per 60 seconds Volatile facts: Pricing, models, and limits may change once the experiment ends. Hetzner has not published future token prices. Always re-check the…...

2+ hour, 47+ min ago   (1655+ words) Most teams still pick one LLM and send every request to it. That worked in 2023 when there were three viable models. In 2026, with dozens of frontier, mid-tier, and specialist models — each with different pricing, latency, and quality profiles — committing to…...

3+ hour, 19+ min ago   (114+ words) The next bottleneck in AI isn't compute. It's high-quality data. 💡 As public web data hits saturation, the most interesting shift in LLM and Agent development is the rise of Agentic Synthetic Data Generation. 1️⃣ Autonomous agents run in simulated environments to…...

3+ hour, 39+ min ago   (634+ words) Alternating updates of model weights and executable harnesses can reach accuracy on par with full fine‑tuning while consuming a fraction of the training compute. The WHALE recipe shows that interleaving a short weight‑update phase with a lightweight harness…...

3+ hour, 40+ min ago   (22+ words) Hey, dev.to! 👋 I'm Maycon, a Systems Analysis and Development student at UNICID, currently making a... Tagged with career, learning, python....