AGENT BEHAVIOR ANALYSIS

Your agents waste money on every task.

Oversized context, wrong-sized models, redundant retries — every unoptimized run burns budget. Flip the switch to see what Costzera does about it.

AGENT SPEND SINCE YOU ARRIVED

$0.00−$0.00 cut by costzera

AGENT THINKING · TRACING EVERY FIRING

Get started

Three steps between you and a smaller invoice.

01

Connect

Connect GitHub and LangSmith in minutes. Or plug Costzera straight into your coding agent — Claude Code, Codex, or Copilot — through our MCP.

02

Detect

Every trace is analyzed to surface code-level, architectural, and behavioral inefficiencies — not just token counts.

03

Fix

Fixes flow seamlessly to your coding agent, which applies them in your codebase. Every applied change is tracked for 7 days to prove the delta — not promise it.

HOW IT WORKS

Watch a real trace get cheaper.

$0.00was $0.89−72% per run

REPLAYING AGENT TRACE…

01 TRACE02 ANALYZE03 IMPLEMENT04 MEASURE

01 · TRACE

Connect GitHub and LangSmith — or plug into Claude Code, Codex, or Copilot via our MCP. We replay every run step by step.

02 · ANALYZE

Traces are scanned for code-level, architectural, and behavioral inefficiencies — oversized context, wrong-sized models, wasted retries.

03 · IMPLEMENT

Fixes flow to your coding agent, which applies them directly in your codebase — one click, reviewed like any PR.

04 · MEASURE

Every applied change is tracked for 7 days to prove the delta — not promise it.

The platform

demo data

Every agent, every call, every dollar — one place.

Total spend

$48.3k

↑ 12.4% vs last mo

Est. savings

$9.1k

3 recs ready

Agents

2 flagged

Avg cost/run

$0.041

↑ $0.003

Reduce context window on summarization calls

DocumentProcessor · 847 daily runs

$2,140

est. monthly saving

Detected 94% of summarization calls pass full 8k context. Truncating to 2k tokens covers 99.7% of content with no quality degradation.

token reductionhigh confidence1-click apply

AgentToken spendCost/runStatus

DocumentProcessor$14,220$0.056Warning

CustomerClassifier$6,841$0.008Healthy

InvoiceExtractor$9,344$2.384Critical

PRIVATE BETA

Stop the burn.

We onboard a handful of teams each month. If your agents spend more than $5k/mo, we should talk.