Every time an AI agent like Claude opens your repo, it devours 400,000 tokens just figuring out the layout. Stacklit stops that waste cold with a git-committable map.
Imagine your AI sidekick forgetting key details mid-convo, or worse, burning through your API budget on stale junk. Memoria plugs into OpenClaw and fixes that—smart, on-demand memory that feels like giving your agent a photographic recall upgrade.
Your Claude API tab is hemorrhaging cash. Here's how one dev slashed it 60% with caching, batching, and brutal context cuts. Skeptical? The code doesn't lie.
Indie hackers watch burn rates spike on unused JSON fields. Enterprises bleed millions. A dead-simple fix trims payloads 97%, turning waste into profit.
MCP promised to bridge AI agents and real systems. Instead, it became a token-eating monster. A smarter approach—programmatic tool calling with sandboxes—finally fixes it.