Case Studies

This is the canonical home for narrative, applied, and production-oriented AINL writeups.

Current case studies

• apollo_long_context_memory_solutions.md — how AINL mitigates long-context pressure at the workflow layer
• apollo_long_context_memory_original_thesis.md — original thesis-style writeup
• graph_agents_vs_prompt_agents.md — graph-native agents vs prompt-loop agents
• HOW_AINL_SAVES_MONEY.md — runtime cost framing for routine monitoring
• DESIGNING_ENERGY_CONSUMPTION_PATTERNS.md — AINL as explicit energy budget design (pay-once design, run-many execution)

Related sections

• Integration story (AINL in agent stacks): ../INTEGRATION_STORY.md
• Competitive landscape: ../../README.md (Competitive Landscape section)
• Why this approach exists: ../fundamentals/README.md
• Operational proof: ../operations/README.md
• Root docs navigation: ../README.md