AI ENGINEERING · 2026
AI Terminal Agent
A hands-on investigation into autonomous terminal agents, agentic coding workflows, Harbor, Terminal-Bench, verification, evaluation, and real-world agent performance.
Project Notes
28 sections
01
Project Overview
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02
Environment & Setup
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03
Minimal-agent
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04
Terminal-Bench
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05
Tasks
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06
Agents
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07
Oracle Baseline
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08
Verifiers
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09
Rewards & Scoring
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10
Docker Environment
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11
Agent Execution
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12
Tool Use
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13
Context Management
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14
Task Planning
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15
Failure Modes
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16
Evaluation
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17
Benchmarking
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18
Baselines
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19
Experiments
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20
Results
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21
Observability
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22
Cost
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23
Latency
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24
Custom Agent
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25
Improvements
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26
Lessons Learned
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27
Future Work
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28
Conclusion
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