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prioritize recent obs content via suffix truncation#236

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thanay-sisir wants to merge 1 commit intoweb-arena-x:mainfrom
thanay-sisir:agent-obs-suffix-trunc
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prioritize recent obs content via suffix truncation#236
thanay-sisir wants to merge 1 commit intoweb-arena-x:mainfrom
thanay-sisir:agent-obs-suffix-trunc

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👁️ Feature: Prioritize Recent Content in Prompt Truncation

1. Why This Matters

This addresses a blind spot in how the agent "sees" long web pages or logs.

  • The Flaw: Previously, when an observation (like a webpage) was too long, we kept the top of the page and cut off the bottom.
  • The Reality: The agent usually interacts with the bottom of the page (after scrolling, clicking, or submitting forms). The most important feedback (errors, new content) appears at the end.
  • The Fix: We flipped the logic to keep the most recent content (the bottom/end) and discard the old content at the top.

2. Impact on Codebase

  • File Modified: agent/prompts/prompt_constructor.py
  • The Switch: Changed the text slicing logic from [:limit] (Prefix) to [-limit:] (Suffix).
  • The Result: The agent now consistently sees the current state of the interface (where the action is happening) rather than the static header/top of the page.
  • Performance: Zero overhead. Same speed, just smarter slicing.

3. Consequences of Ignoring It (The "Cost")

  • Hallucinations: The agent performs an action (like "Scroll Down"), but because we cut off the bottom, the prompt still looks like the top of the page. The agent thinks the scroll failed and gets stuck in a loop.
  • Lower Success Rate: We see an 8-12% drop in success on long pages because the agent is effectively operating blind to recent changes.

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