Viewing profile — sathish316

I’ve used the following teach skill by mattpocock to learn Java concurrency concepts in 20 bite-sized hands-on lessons starting from creating a new thread to building a Thread-safe…

+1, you can customize it to learn any topic concisely, learn by doing, add challenges, add visual explanations https://github.com/mattpocock/skills/tree/main/skills/produc...

What does it mean when Fable 5 is 1st place and Opus 5 is 3rd place, while Claude code is 7th place? Which model and effort is used for Claude in 7th place, compared to 1st and 3rd…

I’m of course saying there are infinite ways to implement a non-trivial feature.

If you’re working on an app or software that has few users, no revenue or minimal revenue, tolerance to bugs is higher and just another Claude prompt away, Software factories are a…

I call it the Intent-Implement-Quality problem. Software factories can implement anything given a one-liner requirement. That one-liner requirement can be a complete app/product, e…

Cmux notifications does this too

Pi extension that uses ACP ( https://agentclientprotocol.com/ ) to connect to any Coding agent and helps you Maximize AI Credits across multiple subscriptions like Cursor, Codex, C…

Feel the AGI of next-word or next-number carbs prediction

A job is something where you exchange Skills and Time for Money. Most self-respecting creators/workers will not agree to trade Skills, Time, Privacy, Self-esteem for Money. Last ti…

How much of this is due to Microsoft Culture of not innovating and buying leading companies with their revenue from windows/office and slowly destroying the aspects of companies th…

Instructions on How to build a self-modifying single-purpose agent using AgentKernel here - https://x.com/sathish316/status/2036092222953951364?s=46 This is similar to using OpenCl…

This is surprisingly good, once you create multiple copies and use each copy as a specialized agent. Maybe we don't need OpenClaw just to manage email, calendar, slack, todo lists …

Some of the good quotes or analogies in this article: 1 - “It seems like 99% of society has agreed that code is dead. …It's the same as thinking storytelling is dead at the inventi…

Does this imply LLMs will not work well on novel reasoning problems?

You do realize that AI seems magical because text response is converted into actions or tool calls. The AI is deciding the order in which the tools get called to fulfill your promp…

The call flow is: agent -> select skill (ex: reddit) -> execute action in skill -> script or code associated with skill -> get api key -> call reddit -> reddit posts -> agent. The …

This can also be done using existing Vaults or Secrets manager. Hashicorp Vault can do this and agents can be instructed to get secrets, which are set without the agent's knowledge…

ROFL

It’ll be disappointing if Moltbook is somehow connected to the Metaverse or represents the best of what Metaverse at Facebook could ever be.

OpenKanban is pretty cool if you’re on the other end and want to use Terminal for both Coding and Task/Project management. It’s almost as good as a Terminal version of VibeKanban, …

If you intercept what an agent (client) sends to the LLM with multiple MCP servers and tools, the context or header is filled with available MCP servers and all tools as part of th…

You’re spot on. Anthropic blogs talk about a ToolSearchTool to solve this problem - https://www.anthropic.com/engineering/advanced-tool-use

Since there is no friction and everyone is generating an idea to code using GitHub training data, this is basically the future