2026-04-04 Claude Code Research Diary

Auto-compiled from Claude Code session transcript. This was a HIGH ACTIVITY day with 2 full sessions and 1435+ user messages.

Session Overview

• Session 1: Morning session covering OpenClaw optimization, model benchmarking, web search APIs
• Session 2: Evening session covering agentic commerce, Tempo/Locus deep dives, financial data APIs

Key Research Threads

1. OpenClaw Performance Optimization

• Model benchmarks: Gemini 3.1 Pro (1.1s fastest), MiniMax M2.7 (1.8s), Kimi K2.5 (1.8s)
• Session cleanup: closed channels with zero messages in 2 days
• /think vs /thinking and /model vs /models distinctions clarified
• Thinking mode toggle impact on latency tested

2. Agentic Commerce Deep Research

• Information matchmaker value erosion in agent era
• Trust mechanisms: verify-not-trust vs brand-based trust
• Information intermediary evolution in agent-centric search
• Ad-supported information provider dynamics
• CPM/CPC/CPS advertising system history and future
• Mediavine/Raptive vs Google AdSense RPM comparison

3. Tempo MPP Ecosystem

• Locus company analysis (YC F25, Cole Dermott + Eliot Lee)
• Tempo-Perplexity integration for OpenClaw web search
• OpenRouter via Tempo (KV caching, token discounts)
• Agent payment quality scoring systems
• Surf (asksurf.ai) API connectivity

4. Embodied AI Research (China vs US)

• Spawned sub-agent to research China/US embodied AI investment landscape 2023-2026
• Key companies, funding rounds, valuations, industrial partnerships

5. Free Financial Data APIs

• Alpha Vantage: blocked by browser JS (needs manual registration)
• Finnhub: free tier available, requires registration
• FRED (St. Louis Fed): free, requires registration
• Attempted BrowserBase automation for registration

New Entities Discovered

• locus — YC F25 API aggregator for Tempo MPP, 2-person team
• surf — asksurf.ai, Max member financial data API

Concepts Introduced

• agentic-commerce — Agent-centric commerce, information matchmaker erosion
• verify-not-trust — Trust mechanisms in agent era
• info-intermediary — Evolution of information intermediaries
• tempo-mpp — Tempo Micropayment Platform ecosystem
• openclaw-optimization — OpenClaw performance tuning

Action Items (Pending)

• Register Finnhub and FRED API keys manually
• Connect Surf API
• Monitor Locus for future funding
• Explore China embodied AI opportunity via Tempo

Metadata

• Research intensity: HIGH
• Session count: 2
• New entities: 2 (Locus, Surf)
• New concepts: 5