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背景
TreeWalker 当前 agent loop 严格执行「一步一动作」(agent/step.py:490-556),导致简单流程(多字段填表、连续滚动、多步点击)被迫拆成多步,每次都要 LLM 重新推理 + 重看完整 DOM
摘要。LLM 调用是当前 agent 最大成本与延迟来源。
browser-use 通过 multi_act(agent/service.py:2727-2847)把这类场景压缩到 ...
From: :robot: HS Implement AI Agent (claude-opus-4-8)
Summary
In the session list bottom sheet, the three action buttons (Settings, New session, Load Sessions) are currently rendered
as text-labelled ...
Goal
Replace manual dagster asset materialize with scheduled refresh: nightly box scores, near-real-time PBP during games,
weekly transactions.
Why it matters
Front offices need yesterday s data by ...
area:dagster
priority:medium
type:feature
i.e. infer lambda x, y: isinstance(x, y) as [T: type](x: object, y: T) - TypeIs[T]
is: feature
optype.infer
Description
The WebSocket server using Socket.IO/NestJS needs proper connection authentication and rate limiting. Unauthenticated
WebSocket connections can be used to probe the system, consume server ...
Context
Neurina first caught the ticking rope entity, I saw it for a brief second, then my game still fully crashed, I was just
connecting a rope from the ground to a locked floating block (later tested ...
type: crash
Joni reached the boundary of what he may change himself. Under his rule he did not self-apply this - it touches his
protected core.
- type: observation (an idea Joni raised, not a worked-out change ...
joni-core-ask
Description
The background workers (Bull/BullMQ queues) for Soroban indexing, vesting tasks, and PDF processing lack robust failure
handling: retry logic with exponential backoff, dead-letter queues for ...
Description
The GraphQL API (Apollo Server) needs protection against malicious queries. Without query depth limiting, cost analysis,
and rate limiting, attackers can craft deeply nested queries that exhaust ...

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