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* feat(agents): elide superseded write_file payloads from model-bound requests Step 2 of #5328. After a successful write_file the file on disk is the source of truth, and the read-before-write gate forces a read_file before the next modification of that path, so once a later successful read or write of the same path exists the historical `content` argument is redundant with it. Long report-writing runs (append-in-chunks) therefore carried every section twice, once as the write argument and once as the following read output, until summarization compacted the whole turn. - ToolOutputBudgetMiddleware's model-call hooks now replace such superseded content with a short deterministic placeholder pointing at read_file, in the model-bound request only: state["messages"], checkpoints, receipts, loop detection, and the run journal keep the original arguments, and nothing is externalized to disk. The newest `keep_recent_writes` successful writes (default 1) always stay visible; str_replace payloads are never touched; a same-turn read never supersedes (parallel calls run in no fixed order); only results stamped deerflow_tool_meta.status == "success" count, so failed, gate-blocked, partial, or unstamped writes are never candidates. - New `tool_output.elide_superseded_writes` (default on), `tool_output.superseded_write_min_chars` (default 2000), and `tool_output.keep_recent_writes` (default 1); config_version 41 -> 42 in config.example.yaml and the Helm chart. - The per-occurrence call/result pairing the gate introduced in #5329 moves into the shared `tool_call_args.pair_tool_call_results` helper so both policies pair the same way; the gate now uses it. * fix(agents): scope tool-call result pairing to the issuing turn Review finding on #5374 (P2): pair_tool_call_results consumed results from a history-wide per-id queue, so an interrupted write_file with no result whose tool-call id a later turn reused inherited that later call's success. With the default elision the unconfirmed draft was then replaced by a placeholder claiming the write succeeded, and the gate's blocked-call pairing had the mirror-image hole. Pair results the way DanglingToolCallMiddleware does: walk in document order, open each AIMessage's calls, and let a ToolMessage answer only a still-open call of the most recent preceding AIMessage. A result never answers a call from an earlier turn, so the interrupted call stays unanswered (never a candidate, never labeled blocked) and stray or duplicate results are ignored. Regressions cover the helper, the superseded-write policy, and the gate. * fix(agents): never rewrite tool-call ids duplicated within one AIMessage Review finding on #5374 (P2): the policies select calls per occurrence, but every provider surface is addressed by tool-call id, so when a malformed provider payload repeats an id inside one assistant turn the rewriter could only replace all of its occurrences at once. A failed write_file sibling then took on the superseded successful call's path and elided content and was presented as a success; the gate's blocked-call elision had the mirror-image hole (a successful sibling rewritten into the blocked call). rewrite_messages_tool_call_args now never offers an id that repeats within its message to the selector and leaves those calls untouched on every surface. Both policies are covered by the shared helper; regressions cover the helper, the superseded-write policy, and the gate. * fix(agents): skip unhashable tool-call ids in the duplicate-id guard Review finding on #5374 (round 3): _duplicated_call_ids fed every id into a Counter before the string guard, so a list or dict id from a malformed provider payload raised TypeError out of wrap_model_call and failed the whole model call whenever the history also held a rewrite candidate. The pre-PR loop and pair_tool_call_results skip such ids; only this helper regressed. Count non-empty string ids only, and pin it with regressions for the helper, the superseded-write policy, and the gate. * docs(agents): keep middleware guidance within size limit --------- Co-authored-by: Willem Jiang <willem.jiang@gmail.com>