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agent.plan

trace_id: trace_00005b · tenant: acme

5 spans·5191msok

Context growing unboundedly: 584 → 2269 tokens across 3 calls

Input token counts are climbing with each LLM call in this trace (584 → 1185 → 2269). This is the unbounded conversation history pattern — cost and latency grow O(N²) as the session continues. At this rate, long sessions will become expensive and slow.

Fix: trim context with a rolling window or summarisation

fix.py
# Option 1: rolling window — keep only the last N messages
MAX_MESSAGES = 10
messages = messages[-MAX_MESSAGES:]

# Option 2: summarise when context exceeds a threshold
def trim_context(messages, max_tokens=3000):
    total = count_tokens(messages)
    if total <= max_tokens:
        return messages
    # Summarise the oldest half, keep the recent half verbatim
    old = messages[:-5]
    recent = messages[-5:]
    summary = llm.summarise(old)
    return [{"role": "system", "content": f"Earlier context: {summary}"}] + recent

Waterfall

agent › plan

agent.plan

user: u_374
anthropic › messages › create

anthropic.messages.create

claude-opus-4-71.1k tok$0.045faithful 0.88user: u_374
Input

Summarize the Q3 earnings report attached. Focus on revenue, margin, and guidance.

Output

(answer to: Summarize the Q3 earnings report attache…)

anthropic › messages › create

anthropic.messages.create

claude-opus-4-72.0k tok$0.078faithful 0.94user: u_374
Input

Given the customer ticket below, draft a refund response that follows policy P-204.

Output

(answer to: Given the customer ticket below, draft a…)

anthropic › messages › create

anthropic.messages.create

claude-opus-4-72.8k tok$0.109faithful 0.98user: u_374
Input

Translate the user manual section to Japanese, preserving the table structure.

Output

(answer to: Translate the user manual section to Jap…)

Tool: web_fetch

tool.web_fetch

user: u_374

Faithfulness · anthropic.messages.create0.50

1 supported · 0 contradicted · 1 unsupported of 2 claims

  • unsupported

    All chapters were translated.

  • supported

    Tables were preserved in the output.

Faithfulness · anthropic.messages.create0.25

1 supported · 2 contradicted · 1 unsupported of 4 claims

  • contradicted

    Q3 revenue was $4.2B.

  • contradicted

    YoY growth was 38%.

  • unsupported

    Operating margin expanded to 27%.

  • supported

    Net income grew faster than revenue.