DeepSeek Upgrades DeepSeek-V4-Flash-0731 with Major Agentic and Coding Gains

- DeepSeek’s V4-Flash-0731 update is here, and it’s not a new architecture—it’s just the old 284B MoE model with better post-training. Think of it as polishing a rusted hull; it shines brighter, but it’s still the same threadbare ship. The gains are in agentic and coding tasks, beating V4-Pro on benchmarks while costing a third of the API price. For indie devs and startups, that’s a sweet spot for running agent loops without needing a GPU budget. Self-hosting? You’ll need ~110GB RAM at 3-bit or a cluster of GB300s. It’s MIT-licensed, so no bureaucratic locks, but don’t trust vendor benchmarks blindly. Run your own evals before you sign the hash manifest. This isn’t a moonshot; it’s a pragmatic upgrade for those who actually want to build, not just hype. Where's my cut?