Code

Ironclaw harness backlog — deepseek-v4-flash

Daily ironclaw failure taxonomy — 2026-06-25

Follow-up: harden activity identity invariants after gate lifecycle refactor

Follow-up: move stale gate suppression into projection read model

Co-locate WASM resource accounting with the blocking execution task (cancellation-safe reconcile)

Single-flight dedup of concurrent in-flight WASM preparation

Enforce hardened HTTP client for all LLM providers (lint + factory + rig funnel)

Reborn turn-model timeout stack can't serve large-context (1M) / large-output generations

[Reborn] Canceling a response does not reliably stop execution before sending a new message

Reborn memory: remaining #3537 milestones after the M2 lift (#5163)

Follow-up: tighten activity identity edge cases after gate lifecycle refactor

[Reborn] Approve Findings 06/22/2026 - 06/28/2026

[Reborn] Denying a tool approval can still lead to additional tool approval requests

[Reborn] Internal skill activation / context budget messages are exposed in chat UI

[Reborn WebUI] Successful tool runs do not show activity details while running

Reborn startup fails when NEAR AI MCP product-auth lookup is unavailable

Reborn hosted observability: meaningful logs + failure diagnostics out of the binary

Web UI logs are not available for multi-tenancy users

Daily ironclaw failure taxonomy — 2026-06-23 (deepseek-v4-flash)

Bundled skills trip the prompt-safety vocabulary denylist → turn dies as a misleading "temporary system issue" (clean-setup repro)

Stop tracking `dist` in git and build it from current code

Inference section sometimes missing from Settings on Railway hosting

Claude fails to create Reborn automation after trigger pause/resume tools are exposed

Fix Kevin's left over comments in https://github.com/near/mpc/pull/3578#pullrequestreview-4551235815

Flaky test: trigger_poller_does_not_submit_turn_for_unpaired_actor intermittently marks an unpaired trigger Completed (blocks the merge queue)

No button to deactivate an extension on Extensions page

Design: use unit-testing without a direct near-sdk dependency

Move crypto host-fn wrappers into near-sdk-env with non-near fallbacks

Epic: crate-split rough edges for non-contract wasm consumers

Optimize gas refund receipts