Milestone Releases &
System Changelogs

Project Ishita Goyal Official Launch: Character-State Architecture & 14-Step Pipeline

Today marks the official public release of Project Ishita Goyal (@ishita._g_). This release introduces the complete Character-State runtime, eliminating context drift by moving relationship data and boundaries to relational SQL tables.

Key Feature Highlights

• 14-Step Execution Pipeline: Full inference lifecycle from slang normalization to candidate memory extraction.
• Gemma 4 26B Primary Routing: 14,400 daily requests per day (RPD) free-tier workhorse chat engine.
• 5-Tier Gated Autonomy: Strict separation between internal reflection, sandbox drafting, and public broadcasting.
• Official Meta Graph API v20 Protocol: Secure OAuth token exchanges and webhook handlers.
• Web Control Center: Live operations dashboard with memory inspector, kill switch, and doctor diagnostics.

Multi-Modal Vision & Reel QA Pipeline Integration

Integrated Gemini 3.5 Flash Lite (250K TPM) for visual question answering on user-shared Instagram photos and video reels. Added dual-layer OCR extraction and aesthetic scoring.

CostGuard & Free-Tier Quota Sentinel Engine

Formulated the sliding-window token bucket engine ensuring zero billing runaway. Implemented automatic model fallback to secondary free-tier targets.