February 2026AI Agents & Autonomous Workflows

LIVE

KANBAN-VIEW-001

Lab Work Board

Real-time view of what is moving through the lab pipeline.

February 12, 2026 at 9:42 AM EST

Testing

TST-001High

Agent Memory Architecture Comparison

Evaluating vector stores, graph DBs, and hybrid approaches for long-term agent memory.

12d

TST-002Medium

Voice Latency Benchmarks

Measuring end-to-end latency for ElevenLabs, OpenAI, and Deepgram voice APIs.

TST-003High

Local Model Quality vs Cost

Testing Llama 2 70B, Mixtral, and Phi-2 against cloud models on our benchmark suite.

Writing

WRT-001High

Agent Framework Comparison Report

Comprehensive comparison of CrewAI, AutoGen, and LangGraph with code examples.

18d

WRT-002Medium

Tool Use Reliability Patterns

Field note on structured outputs and error handling for agent tools.

Publishing

PUB-001Final Review

Prompt Caching Cost Analysis

Final results from our cost optimization experiment. 38% savings confirmed.

21d

PUB-002Ready

GPT-4o Vision Limitations Note

Quick field note on edge cases we discovered in vision model testing.

Open Questions

?What is the right abstraction layer for tool orchestration?
?How do we measure agent "reliability" consistently?
?Can we build useful agents with sub-1s response times?

Upcoming Drops

Agent Framework ReportFeb 18

Voice AI GuideFeb 25

Local LLM BenchmarksMar 1

Recent Moves

2h ago

Moved to PublishingPrompt Caching Analysis

5h ago

Started TestingVoice Latency Benchmarks

1d ago

Draft CompleteTool Use Patterns

TANGIBLE IDEAS

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TANGIBLE IDEASLAB/now