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✅ Article highlight: *Migrating Legacy LLM Systems to SI-Core* (art-60-055, v0.1)
TL;DR:
How do you migrate a legacy LLM stack without stopping delivery or rewriting everything?
This article lays out a practical path: start with *OBS + SIM/SIS* for traceability, add *EVAL + PoLB* for safe change control, then split *decision (Jump)* from *effect (RML)* so autonomy becomes governable rather than ad hoc.
Read:
kanaria007/agi-structural-intelligence-protocols
Why it matters:
• turns black-box agent behavior into traceable decision/effect flows
• makes prompt/tool changes governable through rollout and rollback discipline
• introduces compensators and effect boundaries before incidents force them on you
• gives teams a migration path without “boil the ocean” rewrites
What’s inside:
• a step-by-step migration sequence:
*OBS + SIM/SIS → EVAL + PoLB → RML wrappers → Jump + ETH → GRP + Roles*
• concrete templates for OBS bundles, EvalSurface, PoLB rollout, Jump drafts, and RML effects
• anti-patterns to avoid during migration
• team structure, testing strategy, readiness gates, and exit criteria for becoming “SI-native enough”
Key idea:
You do not migrate to SI-Core by replacing everything at once.
You migrate by introducing *traceability, governed change, decision/effect separation, and replayable accountability* in that order.
TL;DR:
How do you migrate a legacy LLM stack without stopping delivery or rewriting everything?
This article lays out a practical path: start with *OBS + SIM/SIS* for traceability, add *EVAL + PoLB* for safe change control, then split *decision (Jump)* from *effect (RML)* so autonomy becomes governable rather than ad hoc.
Read:
kanaria007/agi-structural-intelligence-protocols
Why it matters:
• turns black-box agent behavior into traceable decision/effect flows
• makes prompt/tool changes governable through rollout and rollback discipline
• introduces compensators and effect boundaries before incidents force them on you
• gives teams a migration path without “boil the ocean” rewrites
What’s inside:
• a step-by-step migration sequence:
*OBS + SIM/SIS → EVAL + PoLB → RML wrappers → Jump + ETH → GRP + Roles*
• concrete templates for OBS bundles, EvalSurface, PoLB rollout, Jump drafts, and RML effects
• anti-patterns to avoid during migration
• team structure, testing strategy, readiness gates, and exit criteria for becoming “SI-native enough”
Key idea:
You do not migrate to SI-Core by replacing everything at once.
You migrate by introducing *traceability, governed change, decision/effect separation, and replayable accountability* in that order.