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Less than six months of model lifespan. @AssemblyAI I’m not sure that’s correct. I think you could automatically route requests to another model when possible instead of returning an error.

Coding agents fire dozens of API calls per task, so a single developer can quietly burn thousands of dollars a week before anyone notices — here's how LangChain killed that "spend unpredictability" internally 💸 The key was folding budget control into the same place as observability. Title: How LangChain Made Coding Agent Spend Predictable URL: 💸 Overview An LLM Gateway built into LangSmith gives a company-wide, minute-level view of model spend and manages budgets centrally. Rather than a bolt-on proxy, it sits on the same foundation as existing tracing, evaluation, and user management. ❓ Challenges Solved Model usage spread from a few teams to the whole company, and premium model prices rose, so costs spiked. ・Coding agents trigger dozens of API calls per task ・Individual developers ran up thousands of dollars a week, unnoticed until month-end 💡 Methodology & Proposed Approach Budgets can be set across multiple layers. ・Caps at the organization, workspace, user, and API-key level ・Default monthly, weekly, daily, and hourly windows for all employees, with exceptions for heavy projects ・Covers agents accessed via Claude Code, Codex, and LangChain Deep Agents ・Deployed via MDM so no one has to set it up manually ・Runs are traced and tied to a user and API key; overspend can be diagnosed by inspecting the trace with evaluation data 🌍 Use Cases Engineering leaders can set team-level limits while still letting people use agents without fear of a surprise bill. The practical value is replacing the month-end billing shock with real-time monitoring. 📊 Lessons & Outcomes ・Static price tables go stale fast, so pricing must be handled dynamically, including caching and tier differences ・Cursor and Claude Desktop didn't route cleanly, so they measured the delta between Gateway-captured traffic and provider settings to correct for it ・Hard limits alone block real work, so they evolved into early-warning alerts and auditable budget-increase requests ・Since internal rollout, LLM costs have stayed within budget #CodingAgents# #LLMOps#

*TESLA RAISES PRICE OF MODEL Y PREMIUM AWD TO $49,990 FROM $48,990 IN US - WEBSITE *TESLA RAISES PRICE OF MODEL Y LONG RANGE RWD TO $45,990 FROM $44,990 IN US - WEBSITE *TESLA RAISES PRICE OF MODEL Y PERFORMANCE AWD TO $57,990 FROM $57,490 IN US - WEBSITE $TSLA

$TSLA - TESLA RAISES PRICE OF MODEL Y PREMIUM AWD TO $49,990 FROM $48,990 IN US - WEBSITE TESLA RAISES PRICE OF MODEL Y LONG RANGE RWD TO $45,990 FROM $44,990 IN US - WEBSITE TESLA RAISES PRICE OF MODEL Y PERFORMANCE AWD TO $57,990 FROM $57,490 IN US - WEBSITE

New orders of Model 3 Premium & Performance now come with 1 year of free Supercharging 🇺🇸 Also, all Teslas pay the lowest Supercharging rates – all others pay a ~40% premium or need a subscription