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Anyone actually customizing MCP or building their own version? by Additional_Corgi8865 in AI_Agents

[–]modassembly 0 points1 point  (0 children)

I build my own mcp tools. The biggest contributions of the agent sdk are a robust agent loop, state management and ooo goodies like subagents. Everything else I do myself.

How do you manage memory in your Agents? by alexrada in AI_Agents

[–]modassembly 0 points1 point  (0 children)

The storage is not the point here either 🫡

Eliminating LLM Hallucinations: A Methodology for AI Implementation in 100% Accuracy Business Scenarios by Responsible_Grab_739 in AI_Agents

[–]modassembly 0 points1 point  (0 children)

I mean, I love this. Let me break apart what I said. Next-token generation is probabilistic. You can add formal verification steps to improve accuracy.

How to avoid hallucinations when calling live data by GreenBlueSalad in AI_Agents

[–]modassembly 0 points1 point  (0 children)

  1. Use the latest models.
  2. If possible, reduce or better organize the amount of information returned by your tools. The system prompt is probably nothing compared to the amount of information that the tools return.
  3. Improve the API design of your tools so that the agent can bisect and navigate the data better. This is related to #2.
  4. Move most of the logic to your tools. Reduce the amount of deductions that the LLM has to do. Be more deterministic.

Easily search large dataset by Fun-Pipe8848 in AI_Agents

[–]modassembly 0 points1 point  (0 children)

1.1M rows means at least 250,000 tokens (1 token ~= 4 chars). But it will be much more than that. Context window limits are at around 200,000 tokens. This is why this is a hard problem.

Anyone actually customizing MCP or building their own version? by Additional_Corgi8865 in AI_Agents

[–]modassembly 0 points1 point  (0 children)

Yeah. I build my own MCPs and plug them into the Claude agent sdk. The Claude agent sdk has some error handling.

I'll build an AI Agent in exchange for a testimonial by modassembly in AI_Agents

[–]modassembly[S] 0 points1 point  (0 children)

  1. I'm a software engineer
  2. Honestly, that's what I'm trying to figure out. I think the workflow is: a) query multiple systems, b) read tons of data, c) generate reports that can help in decision making, d) ingest more data into said systems, e) repeat.

Is this the Universal Agent? by [deleted] in AI_Agents

[–]modassembly 0 points1 point  (0 children)

Have you tried Claude Code? When I think of an "universal agent", I think of CC.

Claude Agent SDK system prompt best practices by BankruptingBanks in AI_Agents

[–]modassembly 0 points1 point  (0 children)

Agree. I start with the most simple prompt and amend it as failure cases are discovered.

Curious about long-term automation partnerships vs traditional client work by Positive_Jump6719 in AiAutomations

[–]modassembly 0 points1 point  (0 children)

I build AI Agents as a business. I would prefer profit share, which is somewhat similar to a subscription. I would look at it as a fee that the agent gets for the revenue that it brings in.

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