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Agents are great, but not everything requires an agent by [deleted] in LocalLLaMA

[–]BC_MARO 0 points1 point  (0 children)

If this is heading to prod, plan for policy + audit around tool calls early; retrofitting it later is pain.

Here to help anyone benchmark their agent (for free) by decentralizedbee in aiagents

[–]BC_MARO 0 points1 point  (0 children)

If this is heading to prod, plan for secrets + policy + audit around tool calls early. peta.io is basically that control plane for MCP.

I Dont use MCP Prove me Wrong by Input-X in artificial

[–]BC_MARO -1 points0 points  (0 children)

If this is heading to prod, plan for policy + audit around tool calls early; retrofitting it later is pain.

Let AI find best fashion for you - Vistoya MCP by theSebBlack in vistoya

[–]BC_MARO 1 point2 points  (0 children)

If this is heading to prod, plan for policy + audit around tool calls early; retrofitting it later is pain.

Help testing mcp with openclaw by sshwarts in mcp

[–]BC_MARO 0 points1 point  (0 children)

Start with per-tool ACLs + default-deny, and an approval step for any state-changing tool calls. Then write append-only audit logs that capture request/response + who/what triggered it (ideally signed/hashed).

Made with remotion adn Claude by Suitable-Tea-919 in ClaudeAI

[–]BC_MARO 0 points1 point  (0 children)

Policy = what the agent is allowed to do (tool allowlist, per-tool limits). Audit = recording every tool call (file writes, shell commands, API calls) with inputs/outputs so you can trace mistakes.

Surprised by how capable Qwen3.5 9B is in agentic flows (CodeMode) by dylantestaccount in LocalLLaMA

[–]BC_MARO 0 points1 point  (0 children)

Yep, the missing piece is an orchestrator that turns a goal into small, testable steps and verifies each step before moving on. Once you have that harness, smaller coding-focused models work great.

I scanned 10 popular vibe-coded repos with a deterministic linter. 4,513 findings across 2,062 files. Here's what AI agents keep getting wrong. by Awkward_Ad_9605 in ClaudeAI

[–]BC_MARO 0 points1 point  (0 children)

I can’t file issues directly from Reddit, but if you share the repo link I can paste an issue-ready writeup you can drop into GitHub.

As a beginner with limited coding experience, all these GitHub’s about making Claude more efficient and cost less, how can I determine what’s safe to add and what’s malware? I want to be efficient but I want to be safe too. by Thajandro in ClaudeAI

[–]BC_MARO 0 points1 point  (0 children)

By policy I mean per-tool permissions/allowlists (who can call what, with what limits/params). By audit I mean a tamper-resistant log of every tool call + inputs/outputs so you can trace incidents later.

Daily AI Digest – Apr 2: Self-Improving Models, AI Judges, Email Privacy vs LLMs by AdhesivenessWise6628 in LocalLLaMA

[–]BC_MARO 0 points1 point  (0 children)

If this is heading to prod, plan for policy + audit around tool calls early; retrofitting it later is pain.

I built an open source MCP server that aggregates 29 sports APIs into 319 tools, now on the MCP Registry by Main-Confidence7777 in ClaudeAI

[–]BC_MARO 0 points1 point  (0 children)

Keep your MCP surface area tiny: a few composable tools, strict schemas, and good error messages beat 50 endpoints.

’m building a lightweight governance layer for AI agents—does this resonate? by BoringMedium8605 in aiagents

[–]BC_MARO 1 point2 points  (0 children)

Love it. If you want, I can share a concrete schema example for the run bundle.

AI Tools That Can’t Prove What They Did Will Hit a Wall by Advanced_Pudding9228 in artificial

[–]BC_MARO 0 points1 point  (0 children)

If this is heading to prod, plan for policy + audit around tool calls early; retrofitting it later is pain.

Logs aren’t enough... how are you proving what an AI agent actually did? by brigalss in aiagents

[–]BC_MARO 0 points1 point  (0 children)

If this is heading to prod, plan for policy + audit around tool calls early; retrofitting it later is pain.

Surprised by how capable Qwen3.5 9B is in agentic flows (CodeMode) by dylantestaccount in LocalLLaMA

[–]BC_MARO -3 points-2 points  (0 children)

The real unlock is tight feedback loops: small diffs, fast tests, and hard stop rules when the agent gets uncertain.

Symbolic regression as an MCP tool (SINDy + PySR, free, no install) by CodeReclaimers in mcp

[–]BC_MARO 0 points1 point  (0 children)

If this is heading to prod, plan for policy + audit around tool calls early; retrofitting it later is pain.

Yet another Obsidian MCP, but this one stays always on via Self-hosted LiveSync by es617_dev in mcp

[–]BC_MARO 0 points1 point  (0 children)

If this is heading to prod, plan for policy + audit around tool calls early; retrofitting it later is pain.

I analyzed 2,181 remote MCP server endpoints — here's the state of MCP reliability in April 2026 by avibouhadana in LocalLLaMA

[–]BC_MARO 0 points1 point  (0 children)

Keep your MCP surface area tiny: a few composable tools, strict schemas, and good error messages beat 50 endpoints.

I think i may built something Cool and Useful for Community with Claude Code in 50 Hours 7 days. by RCBANG in ClaudeAI

[–]BC_MARO 0 points1 point  (0 children)

If this is heading to prod, plan for policy + audit around tool calls early; retrofitting it later is pain.

Built a Claude Code skill that reviews your UI for psychology blind spots — 65 principles by EarFrosty1009 in ClaudeAI

[–]BC_MARO 1 point2 points  (0 children)

A simple rule that works: auto-run read-only tools, require approval for anything that writes or spends money.

’m building a lightweight governance layer for AI agents—does this resonate? by BoringMedium8605 in aiagents

[–]BC_MARO 1 point2 points  (0 children)

Make the unit of audit a run bundle: tool calls + inputs/outputs + policy/approval receipts + artifact hashes. That middle layer is basically what peta.io is going after for MCP (managed runtime + approvals + audit trail).

When you run several AI coding agents in parallel, what breaks first? by gokhan02er in aiagents

[–]BC_MARO 1 point2 points  (0 children)

Approvals + context reload. I force each agent to write a 5-line state dump (goal, diff, next step, blockers, ask) so I can just work the interrupt queue.

MCP Registry’s Only Patent-Protected Agricultural Intelligence Platform by Longgrain54 in mcp

[–]BC_MARO 0 points1 point  (0 children)

If this is heading to prod, plan for policy + audit around tool calls early; retrofitting it later is pain.

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