PR: T1 — Drop-in Instrumentation & End-to-End Optimization#63

Draft

mjehanzaib999 wants to merge 27 commits intoAgentOpt:experimentalfrom

mjehanzaib999:m1-for-upstream

Commits on Feb 12, 2026

checkpoint of WIP JSON OTEL demo

doxav
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JZOMVI
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working OTEL/LANGGRAPH demo

doxav
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JZOMVI
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converted demo JSON/OpenTelemetry to LangGraph

doxav
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JZOMVI
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checkpoint

doxav
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JZOMVI
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OTEL/JSON/LANGGRAPH demo: add a mechanism to ensure multiple optimization do not lose initial node to optimize (TODO: trainer might have a better solution)

doxav
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JZOMVI
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ADDED batchify for handling the multiple feedback in a batch + ADDED a lot of logs for further analysis

doxav
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JZOMVI
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working code optimization - TODO: clean, simplify the code

doxav
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JZOMVI
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fixed code optimization

doxav
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JZOMVI
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ADD synthtizer prompt in optim score > High score

doxav
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JZOMVI
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TEST removing span/OTEL from optimized code

doxav
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JZOMVI
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fixed and updated LangGraph/Otel demo README

doxav
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JZOMVI
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restore

doxav
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JZOMVI
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ADD demo and tests for native LangGraph integration with OTEL tracing

doxav
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JZOMVI
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ADD refactor run_graph_with_otel to support custom evaluation functions and doc evaluation hooks

doxav
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JZOMVI
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ADD implement run_benchmark function to compare different feedback mode

doxav
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JZOMVI
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ADD M0 technical plan, architecture docs, and prototype API validation
JZOMVI
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Fix Colab badge URL: replace placeholders with actual repo/branch path
JZOMVI
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ADD Colab Secrets key retrieval and Google Drive auto-save to notebook
JZOMVI
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Update T1 tech plan: notebooks + acceptance alignment + fixed opto/trace/io/otel_adapter.py

doxav
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JZOMVI
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ADD M1 core: instrument_graph + optimize_graph + E2E pipeline + notebook
JZOMVI
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FIX: address all feedback issues (A1-F13)
JZOMVI
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Commits on Feb 13, 2026

REFACTOR: remove all hardcoded/example-specific defaults from library code
mjehanzaib999
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Commits on Feb 17, 2026

fix(notebook): replace brittle name heuristics with attribute-based trace validation
mjehanzaib999
committed