Mellum started with code completion.
Mellum2 is built for more – handling both natural language and code.
A 12B-parameter open-source LLM for routing, RAG, and sub-agents, optimized for ultra-low-latency inference.
Now on @huggingface.
Learn more: https://t.co/28sG8Ql52L
Understanding code is a big challenge in the AI era, which is why our colleague @forketyfork has built Walkthrough.
This experimental plugin gives AI agents an MCP tool for walking you through code in a JetBrains IDE in a visual way rather than using walls of text.
Check it out: https://t.co/LZbp5p0PDM
@AyyagariNi79684@jetbrains By the way, using the skill should help the agent to produce better results. I described the skill setup for Claude Code in the README but I suppose for OpenCode it should be similar: https://t.co/UmVGfZgEIm
@AyyagariNi79684@jetbrains Hey, thanks for trying! Unifying the UI with the IDE is my next goal. The plugin is not really agent dependent, so you can point any agent at the IDEA MCP, and it should work. Let me know if something doesn’t work for OpenCode specifically.
It will write a pretty detailed plan that will also act as a code walkthrough. Then go ahead and implement the plan manually without any help from agents. You'll learn a lot and will most likely stumble upon some slop to fix or ideas for improvements. (2/2)
If you have a lights-out codebase (fully vibecoded) and you feel like you‘re losing control or just want to understand it better: ask an agent in planning mode to come up with a reasonably large task for a junior dev, and ask it to write a plan with code references. (1/2)
Understanding code is a big challenge in the AI era, which is why our colleague @forketyfork has built Walkthrough.
This experimental plugin gives AI agents an MCP tool for walking you through code in a JetBrains IDE in a visual way rather than using walls of text.
Check it out: https://t.co/LZbp5p0PDM
«Клауд код» очень режет ухо. Миллениалы, которые так говорят, вы не смотрели в детстве фильмы с Жан-Клодом Ван Даммом, и не знаете, как произносится его имя? К зумерам претензий нет.
You have to understand.
If you write short sentences like this, separated by new lines.
This doesn’t make you sound smart or thoughtful.
On the contrary.
This looks pretentious and silly.
Apple, you got two identical icons for deleting the highlighted fragment and the comment, this is unbelievable for a company with such attention to detail and legacy of defining the human interface guidelines.
@addyosmani True, I’ve been working predominantly in a terminal for months. But task-based tools like Cursor Glass or Conductor don’t quite match my workflow, so I built my own terminal with native agent support. https://t.co/C7cjSEbG0p
Built a terminal for running multiple AI coding agents in parallel. Grid view + status highlighting so you never miss an approval prompt. https://t.co/j3kqeqF9K2