A developer reports cutting Kimi K3 costs in OpenCode by switching to the k3-256k model, which consumes half the quota of the standard K3, and by choosing the right provider such as Novita.ai. The All…
Harness Engineering built a fully automated coding loop inside OpenCode using DeepSeek-V4-Pro and DeepSeek-V4-Flash, enabling low-cost agentic code iteration. The loop, inspired by Andrew Ng's breakdo…
Structured prompts using Markdown, JSON, or HTML outperform plain language because they anchor attention for both humans and large language models, according to a new analysis. The author argues that …
A developer created a plugin called 'observer' for OpenCode that enables the DeepSeek-V4 language model to read images by calling a multimodal agent, allowing it to interpret error screenshots, charts…
Harness Engineering introduced a reflection mechanism into the OpenSpec workflow within OpenCode, adding a requirements review step that improved AI-generated code quality. The reflection agent, runni…