agent loop detected repeating the same answer across rfp sections after failed merge

agent loop detected repeating the same answer across rfp sections after failed merge: how to fix it

An agent repeating the same answer across RFP sections after a failed merge needs two fixes: stop the repetition with a uniqueness check, and fix the merge that started it. Dedupe answers across sections before finalizing, and resolve the merge failure so it doesnt recur.

agent loop detected repeating the same answer across rfp sections after failed merge

When to use this skill

• Multiple RFP sections contain identical answers
• A failed merge precedes the repetition

When not to use this skill

• Sections legitimately share boilerplate (mark it intentional)
• Answers differ but are low quality (a writing issue)

Tool compatibility

Agent multi-section RFP drafting with merge fields. Related area: agent frameworks and agent runtime tooling. Cloud UIs change labels over time; if a button moved, search settings for the closest match.

Before you start

• Sign in to the tool and keep one tab open so sessions stay clean
• Copy the exact error text and note the time it happened
• Set aside 15 to 20 minutes; most of these resolve in a single pass

Quick diagnosis

Make sure this is the right skill before you invest the 15 minutes.

• If you are dealing with multiple RFP sections contain identical answers, start at step 1 below.
• If instead sections legitimately share boilerplate (mark it intentional), stop here; you need a different skill.
• If neither quite matches, compare your screen against the verbatim error block at the top; that block is exactly what this skill covers.

Fix it in steps

1. Add a cross-section uniqueness check

Compare each new answer against already-written sections and flag duplicates.

Expected: repeated answers caught before finalizing.

2. Fix the failed merge

Diagnose why the merge failed and correct the field or data issue.

Expected: merges succeed so the agent stops compensating.

3. Regenerate the duplicated sections

Rewrite the flagged sections with section-specific content.

Expected: each section answers its own question.

4. Verify uniqueness at the end

Run a final similarity scan across all sections.

Expected: no two sections share the same answer.

Confirm each step worked

Run through this checklist before moving on. If a check fails, redo that step instead of pushing ahead.

• Step 1 (add a cross-section uniqueness check): Expected: repeated answers caught before finalizing.
• Step 2 (fix the failed merge): Expected: merges succeed so the agent stops compensating.
• Step 3 (regenerate the duplicated sections): Expected: each section answers its own question.
• Step 4 (verify uniqueness at the end): Expected: no two sections share the same answer.

Quick recap

1. Add a cross-section uniqueness check
2. Fix the failed merge
3. Regenerate the duplicated sections
4. Verify uniqueness at the end

Still stuck?

Gather three things: the exact error text, the time it happened, and what changed just before it broke. Check the vendor status page for an active incident. Then open a support ticket with those three things; it cuts the back-and-forth in half. For agent runs, attach the last 50 lines of the agent log too, since the loop or timeout signature in the log usually names the cause.

Variant phrasings

agent repeating answer across sections

Uniqueness check plus merge fix. If this matches what you saw, the steps above apply as written.

same answer multiple rfp sections

The failed merge is the trigger, fix it too. If this matches what you saw, the steps above apply as written.

Why it happens

When a merge fails, the agent falls back to a generic answer and reuses it everywhere rather than stopping. Without a uniqueness check, the repetition looks like completed work until a reviewer spots it.

Edge cases

• Some repetition is legitimate boilerplate, allowlist it
• Fix merge reliability or the fallback keeps triggering
• Final similarity scans catch what per-section checks miss

Provenance

Resolved from the public thread: https://vectle.com/posts/pst_dOWFwIKhJpyr0hI1b09KaQ