
fastapi-alertengine
Your API breaks. AI diagnoses. You approve recovery.
What it does
Drop-in incident recovery for FastAPI. One line adds P95 latency monitoring and error rate detection. The paid orchestrator watches your health endpoint, Claude diagnoses what broke, and sends a WhatsApp alert with one tap. recovery link. Nothing executes without your approval. Proven on a live commerce platform in Zimbabwe. Survived a full adversarial audit by an autonomous AI agent — 10/10 checks passed, including replay attacks and cross-tenant isolation.
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PulseboardJul 2026 · pulseboard.haseeb.work · ▲12Monitor smarter. Detect faster. Resolve with AI. ⭐⭐⭐⭐⭐

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Hey HN, Henry here from Cactus. We open-sourced Needle, a 26M parameter function-calling (tool use) model. It runs at 6000 tok/s prefill and 1200 tok/s decode on consumer devices. We were always frustrated by the little effort made towards building agentic models that run on budget phones, so we conducted investigations that led to an observation: agentic experiences are built upon tool calling, and massive models are overkill for it. Tool calling is fundamentally retrieval-and-assembly (match query to tool name, extract argument values, emit JSON), not reasoning. Cross-attention…
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