log

Knowledge Log

This is a chronological record of the evolution of Rakesh’s Digital Brain.

[2026-04-24] ingest | AI Security & Decision-Time Guidance (Replit)

• Ingested Replit’s research on securing AI-generated code.
• Synthesized the Hybrid Security pattern (LLM reasoning + Deterministic SAST).
• Documented Decision-Time Guidance for agent reliability in the AI Security concept page.

[2026-04-24] ingest | Side Projects & Vibecoding

• Cataloged self-hosted side projects: cli, draw, todo, and game.
• Created the Side Projects Overview to document the vibecoding philosophy behind these tools.

[2026-04-24] ingest | Agentic DevOps Readiness (LinkedIn)

• Ingested Mumshad Mannambeth’s resource kit on Agentic DevOps.
• Documented the 4-Layer Readiness Stack (Foundation, Platform, Infra, Intelligence).
• Synthesized the Governance-First security model and the READ/WRITE/EXECUTE permission matrix.
• Captured the “Agentic TDD” concept for evaluating CI failure scenarios.

[2026-04-23] ingest | PostHog & Product Analytics

• Integrated PostHog for server-side build tracking and client-side user analytics.
• Synthesized the Product Analytics concept page, bridging the gap between infrastructure monitoring and user behavior.
• Documented the dual-layer instrumentation pattern for SSG (Quartz) projects.

[2026-04-22] ingest | Agent-Native SDLC (8090)

• Ingested the “Software Factory” pattern from 8090.
• Documented Upstream Decision Capture and the Knowledge Graph architecture.
• Captured insights on Agent Orchestration across the full SDLC.

[2026-04-22] ingest | Minimalist Agent Design

• Ingested Mario Zechner’s “Building pi” philosophy.
• Documented the “4-Tool Rule” and “Human-in-the-Loop” curation patterns.

[2026-04-22] ingest | API Communication Styles

• Ingested the “7 API Types” technical overview.
• Created a comparison matrix for REST, gRPC, GraphQL, WebSockets, SSE, SOAP, and Webhooks.

[2026-04-22] ingest | Webhooks Architecture

• Ingested System Design patterns for reliable Webhook consumption.
• Documented Idempotency, Fast Acknowledgment, and State-Transition safety.