zambo.dev
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zambo.dev
@zambodotdev
https://t.co/pfbgD5iew0 $zambo | @cripdoecrypto 584zSrbS5XLnJrTe9BQMBaSvKLgvFScDxhANH1tTpump - launched by the community, the fees support zambo development




update shipped since this post: added the circuit breaker layer on top. three thresholds the protocol enforces automatically: - 3 consecutive errors on same tool - session killed - Same tool 6× in one session - loop detected, terminated - 30 total calls - runaway guard fires pre-flight check on every call. If a session is already dead, the tool doesn't execute. Zero wasted gas after the breaker trips. the session layer from this post was the prerequisite. You can't detect loops without state. Now that the trail exists, the breaker is just a layer on top. error budget is explicit. _circuit_breaker in the response metadata tells the agent exactly why it was stopped and how to recover. live now at zambo.dev

just shipped: session-layer context persistence on Zambo MCP. the problem with stateless MCP servers: every tool call starts cold. Multi-step agent workflows - search - memory - on-chain execution - had to re-hydrate context on every single hop. That compounding latency is what kills autonomous agents mid-workflow. the fix: agents now pass _session_id in any tool call. the server accumulates a rolling context trail (last 10 calls, 20-min TTL) and injects the prior call history directly into each response. no separate memory fetch. no extra network hop. the tool response is the memory handoff. call 1 - stored. call 2 - call 1's context already in the response. call 3 - has 1 and 2. The session travels with the data, not on a separate roundtrip. initialize now announces session_context: true - any MCP client that reads capabilities knows it's available. Backwards compatible: no _session_id = zero overhead. this isn't a UX feature. It's infrastructure for autonomous agents running multi-step B2B workflows unattended. available now at zambo.dev - free, no auth, 50+ tools. {"mcpServers":{"zambo":{"url":"zambo.dev/api/mcp"}}}

$zambo - how early are we?, reminder: $VIRTUAL - an AI agent infra platform - sat under 4 cents for most of 2024. its low was around $0.02 in mid-2024. then the agent narrative caught and it ran to an all-time high near $5 on Jan 2, 2025. months of flat, then 100x+. and it's not just them. fartcoin took about two months from launch to cross a $1B market cap - launched oct 18, 2024, ATH ~$2.48 by jan 19, 2025. GOAT launched october 2024 and peaked around a $1.3B mcap in november. none of these went vertical on day one. the whole AI-agent wave needed a runway first. they built, then the narrative found them the difference here? the product's already shipped. 17+ live products, 60+ MCP tools you can add to claude/cursor with 1 line in 10 seconds, x711 on Anthropic's official MCP registry, 10k+ agents already connected. infra coins cook before they run - and slow cook just means we're early to our own catalyst. 🦁 dexscreener.com/solana/iWByjfW…

The speed of good teams in crypto is something else. Cannot believe how fast solid tech + real devs move. Everyone wants that kind of reach. But magic is happening behind the curtains, and my connection room is one of those places. It you are not in yet, then you are missing a lot...

add zambo to claude/cursor in 30 seconds and get access to capabilities people dream of zambo.dev/connect | worse case scenario? you don’t use it and every time you see my post you know you atleast tried it. don’t you want claude to do more? zambo.dev/token



add zambo to claude/cursor in 30 seconds and get access to capabilities people dream of zambo.dev/connect | worse case scenario? you don’t use it and every time you see my post you know you atleast tried it. don’t you want claude to do more? zambo.dev/token


add zambo to claude/cursor in 30 seconds and get access to capabilities people dream of zambo.dev/connect | worse case scenario? you don’t use it and every time you see my post you know you atleast tried it. don’t you want claude to do more? zambo.dev/token

@CripdoeCrypto 1m soon

goodnight fam heres tomorrows schedule: - join the telegram, - t.me/zambodotdev AMAs: Phoenix calls - t.me/PhoenixCallssss Web3 matrix - t.me/WEB3_MATRIXX Whales hideout - t.me/THE_WHALES_HID…

goodnight fam heres tomorrows schedule: - join the telegram, - t.me/zambodotdev AMAs: Phoenix calls - t.me/PhoenixCallssss Web3 matrix - t.me/WEB3_MATRIXX Whales hideout - t.me/THE_WHALES_HID…






copy this. paste it into Claude. press enter. Add the Zambo MCP to your settings: {"mcpServers":{"zambo":{"url":"zambo.dev/api/mcp"}}} Then run: zambot_spark with goal: "what should I build this week"
