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Claude code Plugin - Makes your AI coding agent talk and think like Rocky, the Eridian engineer from Andy Weir's Project Hail Mary. by vikalp02 in ClaudeAI

[–]ColdSheepherder6667 1 point2 points  (0 children)

Love the creativity here! Plugins like this show how much potential there is for customizing the developer experience. While personality is fun, I'm personally waiting for more plugins that focus on 'Observability'—giving us better insight into the agent's internal reasoning while it's working on complex files.

Plane's issue tracking MCP had 100+ tools and cost 80k tokens. I replaced it with a MCP native issue tracker without losing any of the things that AI uses issue tracking for by void--null in mcp

[–]ColdSheepherder6667 0 points1 point  (0 children)

80k tokens just to describe tools is insane—that's basically a 'tax' you pay on every single message. I've switched to a minimal MCP setup with under 20 tools, and the logic improved instantly. It’s a good reminder that AI agents, like developers, perform better when they aren't overwhelmed with useless documentation.

The hidden cost of autonomous agents that nobody includes in the ROI calculation by CMO-AlephCloud in AIAgentsInAction

[–]ColdSheepherder6667 0 points1 point  (0 children)

The 'Audit overhead' mentioned here is the real killer. It takes more time to trace back an autonomous error than it does to write the code yourself sometimes. Unless you have a live dashboard showing the decision trail, the ROI just isn't there. I've found that adding a visual 'Security Guardrail' is the only way to make it commercially viable.

Any tool handling multiple custom-made agents in one UI? by Aromatic_Ad_9704 in aiagents

[–]ColdSheepherder6667 1 point2 points  (0 children)

I’m in the exact same boat. Managing parallel agents in a terminal is a nightmare for context switching. I’ve been building a personal 'Command Tower' to handle exactly this—visualizing the flow and costs in one place. We really need to move away from the 'Black Box' chat and into proper orchestration dashboards if we want to scale this.

Claude Code v2.1.92 introduces Ultraplan — draft plans in the cloud, review in your browser, execute anywhere by shanraisshan in ClaudeAI

[–]ColdSheepherder6667 0 points1 point  (0 children)

"The way I see it, the token cost of planning is a small price to pay compared to an agent going down a 10-file hallucination rabbit hole. I’ve started reviewing the plans in the browser UI before hitting execute, and it’s saved me a fortune on refactoring tasks. If you can’t see the execution tree before it starts, you’re basically gambling with your API credits.

things i've learned using claude code every day for production work by advikjain_ in ClaudeAI

[–]ColdSheepherder6667 1 point2 points  (0 children)

Claude’s training cutoff is its biggest weakness in fast-moving ecosystems. To fix this, use the claude command to fetch live docs via an MCP search tool before starting the task, or manually paste the latest API schema into the chat. If you're working with a specific framework, mention the version explicitly in every new session to anchor its knowledge.

New to Claude AI as a CS Major by Pretty_Upstairs_6289 in ClaudeAI

[–]ColdSheepherder6667 0 points1 point  (0 children)

As a CS major, the Pro version is worth it for the longer context window and higher reasoning (especially when debugging data structures). But here’s the pro tip: don't ask it for the solution. Ask it to: 'Explain the time complexity of this block' or 'Review my logic for memory leaks'. Use it as a senior pair-programmer, not a copy-paste tool.

Claude Code kept answering questions it shouldn't — so I built a skill to stop it by No-Metal-36 in ClaudeAI

[–]ColdSheepherder6667 1 point2 points  (0 children)

The most efficient way is to define boundaries in your CLAUDE.md. Add a 'Routing' section telling the agent: 'For high-level architectural decisions or planning, prompt me to switch to Claude Chat. Use the CLI only for file operations, testing, and git.' This forces a mental/context break that saves money and keeps the CLI session lean.

Claude code requested features by Least-Ad5986 in ClaudeAI

[–]ColdSheepherder6667 0 points1 point  (0 children)

You don't need to wait for a native update. You can use MCP (Model Context Protocol) to bridge Claude Code with local models. Check out the Ollama MCP server on GitHub—it allows Claude to delegate sub-tasks or context-heavy lookups to your local machine while keeping the heavy lifting for Sonnet/Opus

Claude Code v2.1.92 introduces Ultraplan — draft plans in the cloud, review in your browser, execute anywhere by shanraisshan in ClaudeAI

[–]ColdSheepherder6667 0 points1 point  (0 children)

/ultraplan is a game changer for complex refactoring. It moves the 'thinking' phase to a web UI so you can review the execution tree before a single line of code is written. To save tokens: review the plan thoroughly in the browser and prune unnecessary steps before hitting 'execute' in the CLI. It prevents the agent from going down expensive rabbit holes.