Creeta — AI developer tools & ecosystem news

Checkpointing is where while-loop agents break

LangGraph checkpointing, human review, retries, and durable execution for loop-style agents.

Handoffs can turn one task into a 15x token bill

LangGraph multi-agent workflow guide to token usage tracing, state pruning, handoffs, and official docs.

The prompt is the smallest part of a coding agent

Claude Code agent architecture, harness control, execution loops, and minimal system prompt design explained.

Disabling thinking can 400 your Opus 5 calls

Claude Opus 5 API setup, Claude Code routing, benchmarks, cost controls, and Opus 4.1 fallback risks.

Agent Reach installs the tools, then gets out of the way

Agent Reach CLI setup, doctor checks, GitHub, OpenCLI, Firecrawl, Jina Reader, and Browserbase compared.

Ego says 2.5x faster; the catch is your Mac

Ego Lite ego-browser skill setup, macOS limits, Space isolation, and logged-in agent workflows.

Your Mac already has voice input for Claude Code

How macOS Dictation and Claude Code /voice differ for prompt entry, setup, limits, and privacy.

30,000 prompts is the feature — not the model

YouMind AI prompts cover 30,000+ image, video, webpage, model, style, and use-case filters.

FallbackModel won't save your Max plan from weekly limits

Claude Code weekly limits, fallbackModel, subagents, resume hooks, and Max plan quota boundaries explained.

bypassPermissions drops every gate — use these modes instead

acceptEdits, auto, dontAsk, and allow rules cut friction without the full trust loss of bypassPermissions.

OpenAI's Codex plugin hands your code review to a second LLM

OpenAI's Codex plugin runs inside Claude Code to delegate code review, adversarial critique, and tasks to Codex locally.

free LLM API resources GitHub repo list free providers rate limits Claude Code Cursor 2026

You don't need a paid API key to run a coding agent anymore — a small category of GitHub directories now catalogs every inference provider with a genuinely free tier, complete with rate limits and drop-in configs. The seed for this piece is a walkthrough video, but the

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