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ishan@prod:~$ tail -f ./now.log

[Building] Rasputin_Loop: a Slack-native agent, one brain, no router

A single Strands agent loop (MiniMax M3) that thinks, calls a tool, and replies in-thread -> no intent parser, no command router. Provenance-stamped episodic memory in SQLite, hybrid RAG over libSQL/Turso fusing FTS5 + local embeddings via Reciprocal Rank Fusion, runtime MCP tools, Jira auto-triage, guardrails, and a `loop-eval` golden-set CI gate. Runs several distinct Slack apps from one process. Repo: github.com/Allmight-456/Rasputin_Loop.

↳ github.com/Allmight-456/Rasputin_Loop

[Building] SkillForge: agents that auto-detect their own skills

AST-based retrieval over a Claude Skill library, human-gated approval loop. Cuts repeat-class error context from ~3000 → ~80 tokens (~50×). Repo: github.com/Allmight-456/SkillForge.

↳ github.com/Allmight-456/SkillForge

[Running] Hermes & OpenClaw on Hostinger cloud

Self-hosted long-running agent boxes, kept alive specifically to watch where production-grade agent loops degrade. Tool-loop convergence, memory bleed across runs, where they crack under sustained load. Operational notes feed back into SkillForge.

[Harness engineering] guardrails, evals, agent loops

Wiring them *into* the LLM workflow itself, not bolted on after. The open question: where do evals belong -> pre-tool, post-tool, or as a separate critic agent?

[Agent memory] mem0 vs SkillForge

mem0 for long-horizon memory. Mapping the gap between mem0 (episodic, vector-backed) and SkillForge (procedural, AST-indexed) -> different halves of the same problem.

↳ mem0

[Retrieval] PageIndex & Agentic RAG

PageIndex and tree-structured retrieval -> moving past vector-only. Reads more like how you'd actually search a codebase or a textbook.

↳ PageIndex

[Tooling] Conductor.build & Superset side-by-side

Running them against real PRs to see which agentic loop converges. Cursor stays the daily driver; these are the challengers.

[Studying] Karpathy's nanochat & Autoresearch

Single-GPU nanochat lineage. Reference for what "tiny but real" looks like at the model layer.

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