Memglide

Coding agents · repository context

Help a coding agent find the source it needs, and show where that context came from. Memglide indexes approved local Git repositories, selects current files within a context budget, and returns a Context Passport with source versions and gaps.

A shared local service powers the CLI, React dashboard, HTTP API, and MCP server. Its commands-first workflow supplies verified public commands and baseline check results, while expiring task memories keep findings traceable.

Project paper PDF · 08 PAGES

The Memglide
project paper.

Codex + Memglide recorded about 5% lower estimated model cost than Codex alone: a 4.84% observed reduction across 112 sessions on 28 tasks. Both workflows passed 54 of 56 strict assessments. The paper covers bounded source context, verified command assistance and traceable receipts, with separate measurements for execution and total workflow time.

Memglide: Measuring the Cost and Latency of Bounded Repository Context for Coding Agents

Download paper ↓ Read PDF

By Sree Charan Reddy Kailasam · 8 pages · PDF · 732 kB

Astral

Astrology · conversational ai

A personal astrology companion with daily reflections, zodiac compatibility, calculated Vedic birth charts, and a thoughtful guide. Built for entertainment, curiosity, and self-reflection.

Splash AI

Developer tools · code intelligence

Know what changed. Understand what breaks. Splash follows dependencies across Python and JavaScript / TypeScript code to surface pull-request impact alerts with links to the source.

A local-first web app with a read-only GitHub integration and background analysis. Deterministic checks focus on API routes and JSON fields consumed by clients; AI analysis is optional.

HealthBot

Healthcare · natural language

Turning long medical narratives into clearer conversations. TextRank and BART summarize patient inputs before a Flask-based chatbot responds with rule-based guidance.

Customer segmentation

Big data · customer analytics

RFM analysis and K-Means clustering with PySpark to find meaningful customer groups, improving cluster clarity by 22%.

Facial health diagnosis

Computer vision · transfer learning

A web app that detects health indicators from facial images using deep transfer learning.

Energy forecasting

Time series · predictive analytics

Forecasting building energy usage with XGBoost, LightGBM, weather APIs, and GridSearchCV.