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75 changes: 75 additions & 0 deletions .smriti/CLAUDE.md
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# Team Knowledge

This directory contains shared knowledge from development sessions.
Generated by `smriti share`. Do not edit manually.

## Project Context

> Auto-generated by `smriti context` on 2026-02-11. Do not edit manually.

### Recent Sessions (last 7 days)
- **3m ago** How does the ingestion pipeline work? What tables does it write to? (9 turns)
- **3m ago** How does the ingestion pipeline work? What tables does it write to? (9 turns)
- **13m ago** [Request interrupted by user for tool use] (68 turns)
- **13m ago** Let's plan the iggestion pipeline for all kinds of the agents. Here are my thoughts about how to pro (19 turns)
- **13m ago** [Request interrupted by user for tool use] (94 turns)

### Hot Files
`src/context.ts` (16 ops), `src/db.ts` (12 ops), `src/ingest/index.ts` (7 ops), `~/.claude/plans/inherited-foraging-pebble.md` (6 ops), `src/index.ts` (6 ops), `src/ingest/claude.ts` (6 ops), `src/qmd.ts` (5 ops), `src/config.ts` (4 ops), `src/ingest/types.ts` (4 ops), `src/ingest/blocks.ts` (2 ops)

### Git Activity
- commit (2026-02-11)

### Usage
6 sessions, 301 turns, ~14K input / ~29K output tokens

## architecture

- [2026-02-09 the-session-addressed-gpu-recommendations-for-runn](knowledge/architecture/2026-02-09_the-session-addressed-gpu-recommendations-for-runn.md)

## bug

- [2026-02-10 the-session-focused-on-preparing-the-avkash-projec](knowledge/bug/2026-02-10_the-session-focused-on-preparing-the-avkash-projec.md)
- [2026-02-10 the-session-focused-on-resolving-critical-dependen](knowledge/bug/2026-02-10_the-session-focused-on-resolving-critical-dependen.md)

## code

- [2026-02-10 the-session-focused-on-implementing-a-knowledge-ma](knowledge/code/2026-02-10_the-session-focused-on-implementing-a-knowledge-ma.md)
- [2026-02-10 the-session-focused-on-implementing-a-conversation](knowledge/code/2026-02-10_the-session-focused-on-implementing-a-conversation.md)
- [2026-02-10 the-session-completed-the-full-implementation-of-t](knowledge/code/2026-02-10_the-session-completed-the-full-implementation-of-t.md)
- [2026-02-10 this-session-focused-on-preparing-the-avkashio-pro](knowledge/code/2026-02-10_this-session-focused-on-preparing-the-avkashio-pro.md)
- [2026-02-10 this-session-focused-on-transitioning-a-project-to](knowledge/code/2026-02-10_this-session-focused-on-transitioning-a-project-to.md)
- [2026-02-10 this-session-implemented-a-scalable-organizational](knowledge/code/2026-02-10_this-session-implemented-a-scalable-organizational.md)
- [2026-02-10 the-session-focused-on-implementing-and-validating](knowledge/code/2026-02-10_the-session-focused-on-implementing-and-validating.md)
- [2026-02-10 this-session-implemented-deputation-and-attendance](knowledge/code/2026-02-10_this-session-implemented-deputation-and-attendance.md)

## feature

- [2026-02-10 a-persistent-conversation-memory-layer-was-impleme](knowledge/feature/2026-02-10_a-persistent-conversation-memory-layer-was-impleme.md)
- [2026-02-10 this-session-focused-on-finalizing-project-documen](knowledge/feature/2026-02-10_this-session-focused-on-finalizing-project-documen.md)
- [2026-02-10 this-session-implemented-a-secure-https-api-server](knowledge/feature/2026-02-10_this-session-implemented-a-secure-https-api-server.md)
- [2026-02-09 this-session-focused-on-building-a-robust-authoriz](knowledge/feature/2026-02-09_this-session-focused-on-building-a-robust-authoriz.md)

## project

- [2026-02-10 the-session-involved-setting-up-a-new-project-name](knowledge/project/2026-02-10_the-session-involved-setting-up-a-new-project-name.md)
- [2026-02-10 the-session-clarified-that-the-claude-cli-is-incom](knowledge/project/2026-02-10_the-session-clarified-that-the-claude-cli-is-incom.md)
- [2026-02-10 this-session-resolved-opencodes-tool-calling-issue](knowledge/project/2026-02-10_this-session-resolved-opencodes-tool-calling-issue.md)
- [2026-02-10 this-session-established-automated-cicd-pipelines](knowledge/project/2026-02-10_this-session-established-automated-cicd-pipelines.md)
- [2026-02-10 this-session-implemented-an-org-management-system](knowledge/project/2026-02-10_this-session-implemented-an-org-management-system.md)
- [2026-02-10 this-session-established-a-production-ready-setup](knowledge/project/2026-02-10_this-session-established-a-production-ready-setup.md)
- [2026-02-10 a-new-local-rag-project-named-smriti-was-created-u](knowledge/project/2026-02-10_a-new-local-rag-project-named-smriti-was-created-u.md)
- [2026-02-09 the-session-focused-on-configuring-ollama-by-modif](knowledge/project/2026-02-09_the-session-focused-on-configuring-ollama-by-modif.md)

## topic

- [2026-02-10 the-session-established-a-plan-to-build-smriti-a-u](knowledge/topic/2026-02-10_the-session-established-a-plan-to-build-smriti-a-u.md)

## uncategorized

- [2026-02-10 this-session-documented-the-tagging-and-categoriza](knowledge/uncategorized/2026-02-10_this-session-documented-the-tagging-and-categoriza.md)
- [2026-02-10 this-session-focused-on-refining-smritis-documenta](knowledge/uncategorized/2026-02-10_this-session-focused-on-refining-smritis-documenta.md)
- [2026-02-10 the-session-focused-on-transforming-raw-ai-convers](knowledge/uncategorized/2026-02-10_the-session-focused-on-transforming-raw-ai-convers.md)
- [2026-02-10 this-session-focused-on-finalizing-the-smriti-tool](knowledge/uncategorized/2026-02-10_this-session-focused-on-finalizing-the-smriti-tool.md)
- [2026-02-10 the-session-focused-on-documenting-a-memory-system](knowledge/uncategorized/2026-02-10_the-session-focused-on-documenting-a-memory-system.md)
- [2026-02-10 the-session-involved-verifying-if-previous-convers](knowledge/uncategorized/2026-02-10_the-session-involved-verifying-if-previous-convers.md)
7 changes: 7 additions & 0 deletions .smriti/config.json
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{
"version": 1,
"allowedCategories": [
"*"
],
"autoSync": false
}
182 changes: 182 additions & 0 deletions .smriti/index.json
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---
id: 7c130ccd
category: architecture
project:
agent:
author: zero8
shared_at: 2026-02-10T18:11:36.927Z
tags: ["architecture"]
---

# The session addressed GPU recommendations for running local large language mo...

> The session addressed GPU recommendations for running local large language models (LLMs), emphasizing NVIDIA and Apple Silicon options. It highlighted hardware requirements, software compatibility, and performance trade-offs for different architectures.

## Changes

- **N/A**

## Decisions

- **Recommended NVIDIA GPUs**: RTX 3060 12GB and RTX 4060 Ti 16GB for their CUDA ecosystem support and VRAM adequacy.
- **AMD GPUs as alternative**: Acknowledged but noted limited software tooling compared to NVIDIA.
- **Apple Silicon (M1/M2/M3/M4)**: Prioritized for unified memory architecture, enabling larger model sizes than discrete GPUs with equivalent VRAM.
- **M2 Pro 32GB as benchmark**: Selected for running 13B models, balancing cost and performance.

## Insights

- **Unified memory advantage**: Apple Silicon’s architecture allows efficient memory management, reducing VRAM bottlenecks for LLMs.
- **NVIDIA dominance in LLM inference**: CUDA ecosystem and driver maturity make NVIDIA GPUs more reliable for production workloads.
- **AMD’s niche role**: Suitable for cost-sensitive setups but may require additional optimization for LLMs.

## Context

Prior state: User needed guidance on hardware for local LLM deployment. Constraints included VRAM limitations and software ecosystem compatibility. Gotchas: Apple Silicon’s lack of x86 support but strong performance for single-machine inference; AMD’s potential for lower costs but higher complexity in LLM optimization.
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---
id: 9028693f-3fb1-47b9-8a2b-a5d6771d5059
category: bug
project: zero8-dev-avkash
agent: claude-code
author: zero8
shared_at: 2026-02-10T17:59:24.766Z
tags: ["bug", "bug/report"]
---

# The session focused on preparing the Avkash project for open-source release b...

> The session focused on preparing the Avkash project for open-source release by implementing standardized documentation, licensing, and security practices. Key actions included rewriting the README, creating a contribution guide, adding a Business Source License 1.1, removing Vercel-specific integrations, and cleaning up committed secrets. These changes ensure the project is accessible, compliant, and secure for open-source collaboration.

---

## Changes

- **Modified `README.md`**: Updated to include project description, features, tech stack, prerequisites, installation steps, environment variables table, and links to CONTRIBUTING.md/LICENSE.
- **Created `CONTRIBUTING.md`**: Defined fork/clone process, branch naming conventions, commitlint rules (`type(scope): message`), PR workflow, and pre-commit hooks (husky + lint-staged).
- **Added `LICENSE`**: Implemented BSL 1.1 with licensor `zero8.dev`, licensed work `Avkash`, and restrictions on reselling.
- **Removed Vercel integrations**:
- Deleted `@vercel/analytics` from `package.json`
- Removed `Analytics` import and component from `src/app/layout.tsx`
- Deleted `vercel.sh` and removed `.vercel` from `.gitignore`
- **Cleaned secrets**:
- Removed `.env` from git tracking via `git rm --cached .env`
- Updated `.gitignore` to explicitly ignore `.env`
- Renamed `.env.local.sample` → `.env.example` and stripped real Slack/Razorpay values
- Added `data_dump.sql` to `.gitignore`

---

## Decisions

- **BSL 1.1 License**: Chosen to allow self-hosting for internal use while restricting commercial resale, with a transition to Apache 2.0 after 4 years. This balances permissiveness and control.
- **Secret Cleanup**: Removed `.env` from git to prevent exposure of real credentials, even though historical commits may still contain them.
- **Commitlint Rules**: Enforced structured commit messages to improve code review clarity and auditability.
- **Pre-Commit Hooks**: Integrated husky + lint-staged to automate formatting, linting, and type-checking, ensuring code quality before commits.

---

## Insights

- **Secret Management**: Committed secrets (e.g., Slack/Razorpay keys) in git history pose a risk, even if rotated. Future steps may require `git filter-repo` to purge historical data.
- **Build Dependencies**: The `sharp` module caused pre-push build failures, highlighting the need for environment-specific dependency management.
- **License Strategy**: BSL 1.1 is ideal for projects requiring both open-source flexibility and commercial restrictions, but its complexity demands clear documentation.
- **Open-Source Readiness**: Standardized documentation and contributor workflows are critical for attracting and onboarding collaborators.

---

## Context

The project was transitioning from a private to open-source repository, requiring strict adherence to licensing, security, and documentation standards. Constraints included avoiding Vercel-specific dependencies, preventing secret exposure, and
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