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Cover image for Most LLM telemetry posts brag
Most LLM telemetry posts brag about what they monitor. Here's mine — including what I'm still missing. Built this for lokerdollar.com (http://lokerdollar.com), solo, in production: Covered: — p50 / p95 / p99 latency per task — cost per 1k tokens + daily burn + per-task spend — provider success rates + circuit breaker state — cache hit rate, quota / rate limit tracking — model leaderboard scored on live traffic Gaps I'm still chasing: — prompt versioning tied to quality signals — TTFT for streaming UX (matters for chat tasks) — per-user cost attribution — semantic error taxonomy, not just HTTP codes — push-based degradation alerts (today's playbook is reactive) The lesson from running this solo: observability is never "done." It's a backlog that evolves with the product — and the gap list is more honest signal than the green checkmarks. → Open for AI platform / full-stack work. If you want this layer for your team, my DMs are open.
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Cover image for Recruiters don't need more tools.
Recruiters don't need more tools. They need tools that actually work together. 🤝 CVs buried in email. Slack blowing up with "what's the status?" Candidate data copy-pasted into yet another spreadsheet. It's exhausting. So I built something about it. Inside Notion. 👇 Introducing the Notion ATS Agent, a custom AI agent that handles your entire recruitment pipeline from the second a candidate hits submit. Here's what's running under the hood: ✅ Parses CVs into clean, structured data automatically 📊 Scores each candidate against the actual job description 🔍 Cross-checks LinkedIn PDFs and flags anything that doesn't add up 🔔 Pings your Slack channel at every key pipeline stage 💬 Moves candidates with a simple conversational command No new tools. No extra subscriptions. Just Notion being wildly underestimated again. Honestly the hardest part? Making it behave with real-world messy inputs. Inconsistent CVs, half-filled profiles, vague job descriptions. That's where most of the iterations went. Try it yourself 👇 🔗 Agent: https://www.notion.so/marketplace/custom-agents/applicant-tracking-system 🎥 Demo: https://www.notion.so/agent/33001f30433880839f720092d9faceb4?source=copy_link
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