S01
FOUNDATIONS · 01IMPLEMENTED
The Minimal Agent Loop
Turn one model call into a loop with an explicit stop condition.
agent-loop
python3 -m curriculum.lessons.s01_agent_loop.demoOpen lesson →From a 40-line loop to
an observable tool-using agent.
13 long-form tutorials share one dependency-free Python reference harness. Each moves from the problem and mental model through implementation, failure paths, exercises, and production boundaries.
13 lessons13 Golden Traces26 acceptance checks0 API keys2 languages
S02
FOUNDATIONS · 02IMPLEMENTED
Streaming and Events
Convert streaming deltas into observable, replayable events.
agent-loopevent-stream
python3 -m curriculum.lessons.s02_events_streaming.demoOpen lesson →S03
FOUNDATIONS · 03IMPLEMENTED
Tool Registry and Dispatch
Validate, execute, and record model-requested tool calls.
agent-looptool-dispatch
python3 -m curriculum.lessons.s03_tool_dispatch.demoOpen lesson →S04
FOUNDATIONS · 04IMPLEMENTED
File, Shell, and Edit Tools
Put workspace boundaries and explicit allowlists around side-effecting tools.
workspace-toolspath-boundary
python3 -m curriculum.lessons.s04_workspace_tools.demoOpen lesson →S05
FOUNDATIONS · 05IMPLEMENTED
Instructions and Project Discovery
Compose hierarchical instructions from the workspace root to the current directory.
instruction-discovery
python3 -m curriculum.lessons.s05_instructions.demoOpen lesson →S06
FOUNDATIONS · 06IMPLEMENTED
Context Budgets and Truncation
Make input pruning and tool-output truncation explicit policies.
context-budgettool-output-truncation
python3 -m curriculum.lessons.s06_context_budget.demoOpen lesson →S07
FOUNDATIONS · 07IMPLEMENTED
Session Event Logs, Replay, and Branching
Rebuild derived state from append-only events and create lineage-preserving branches.
event-streamsession-replay
python3 -m curriculum.lessons.s07_session_replay.demoOpen lesson →S08
FOUNDATIONS · 08IMPLEMENTED
Context Compaction and Checkpoints
Replace long visible history with a provenance-bearing semantic checkpoint while retaining the factual log.
context-budgetcontext-compaction
python3 -m curriculum.lessons.s08_context_compaction.demoOpen lesson →S09
FOUNDATIONS · 09IMPLEMENTED
Memory and On-Demand Skills
Move durable facts and full capability instructions out of resident context, retrieving them only when relevant.
memory-retrievalextension-runtime
python3 -m curriculum.lessons.s09_memory_skills.demoOpen lesson →S10
FOUNDATIONS · 10IMPLEMENTED
Approval Policy and Exact Authorization
Insert fail-closed allow, ask, and deny decisions between model requests and real effects.
execution-policy
python3 -m curriculum.lessons.s10_approval_policy.demoOpen lesson →S11
FOUNDATIONS · 11IMPLEMENTED
OS Sandboxes and Network Boundaries
Compile semantic authorization into a minimal capability envelope enforceable by an isolation backend.
execution-policyos-sandboxnetwork-boundary
python3 -m curriculum.lessons.s11_sandbox_network.demoOpen lesson →S12
FOUNDATIONS · 12IMPLEMENTED
Project Trust and Prompt Injection
Separate workspace identity, explicit trust, and instruction-versus-data authority.
project-trustinstruction-discovery
python3 -m curriculum.lessons.s12_project_trust.demoOpen lesson →S13
FOUNDATIONS · 13IMPLEMENTED
Git Checkpoints, Diffs, and Rollback
Create a clean baseline before effects, review the exact diff, and roll back only explicit paths.
checkpoint-rollbackevent-stream
python3 -m curriculum.lessons.s13_checkpoint_rollback.demoOpen lesson →