Canonical trace identity
tenant → project → experiment → run → task → turn → step → tool_call
每个事件绑定版本、attempt、parent、artifact、error class、token/cost/latency、privacy class 与 release eligibility。
PCT-TENCENT-AI-20260901-001
Tencent AI Agent Harness
Build and Evaluate AI-Native Agent Systems End-to-End.
TEG 混元主线 · Agent execution · tracing · eval · regression · debugging · platform engineering
1P0 Harness role
9Priority roles reviewed
10Official keyword surfaces
APPLYafter Human Gate
Decision
不是泛泛研究腾讯，而是完成一次可投递 Campaign
P0 岗位把 Agent 执行、可观测性、评测、回归检测、调试和数据平台放在同一条工程链上。这与 Pengyi 已形成的 Agent control plane、固定集评估、全栈交付和开源边界修复证据高度相邻。
证据边界
公开岗位只能揭示 hiring surface。本站不声称内部组织结构、HC、预算、汇报线、薪酬、紧迫度或录用概率。
Opportunity Map
九个优先岗位
System Design
Harness 是 Agent 的工程控制面
01Runtime
Run / task / step / tool identity
02Trace
Append-only events and artifacts
03Debug
Failure triage, replay, supersession
04Evaluate
Golden tasks, SBS, A/B, confidence
05Release
Regression gate, receipt, rollback
Evaluation contract
固定任务集 + failure-case suite + deterministic tool fixture + stochastic repeats + human review。模型输出从来不自动等同于成功。
Evidence Map
匹配证据与不能越过的边界
Supported
- dsh-quant59 typed tools · 6 domains · 215 unit tests · zero runtime deps
- Agent control planetyped contracts · fail-closed policy · receipts · Human Gate
- Open-source debuggingLightRAG · Vibe-Trading · CLI-Anything · WeKnora · OpenClaw
- Full-stack deliverytyped web systems · Cloudflare deployment · testable evidence surfaces
Gaps / risks
- Production scaleno large distributed tracing ownership receipt
- SBS platformevaluation concepts exist; production labeling ownership not established
- Tenure gateformal post-graduation experience may not clear strict 2+ years
- Location UItitle says Beijing/Shenzhen; API detail currently returns Beijing
Secondary Track
跨境支付 · 外汇量化分析产品经理
这不是纯 Alpha 岗，也不是普通产品经理。它连接平台数据、线上策略监控、外汇数据系统、客户画像和业务运营。银行 + Quant + Data + AI 的组合具有差异化，但三年门槛与实盘 FX 证据缺口决定它应先走高质量 Talk。
- Platform data → models and strategy candidates
- Online monitoring → segment optimization
- Data system → point-in-time quality ownership
- Customer FX profile → business operating support
PEXT Gate
READY TO APPLY，不冒充已经投递
G0Target capturedCOMPLETE
G1Public KYCCOMPLETE
G2Fit decisionAPPLY
G3CV + PIT assetsBUILDING
G4Human reviewPENDING
G5Official submissionPENDING RECEIPT