JUSTIN FINKELMAN
CHICAGO BASED · CREATIVE TECHNOLOGIST

AI

PYTHON

UX/UI

2025

Glyph Personal Agent

AI, Automation, Systems

Glyph Personal Agent

AI, Automation, Systems

OVERVIEW

A personal AI agent built into daily life — accessible via Telegram, with four distinct modes that handle emotional support, technical debugging, job search strategy, and everything in between. Not a demo. My actual workflow.

YEAR

2025

ROLE

Developer · UX/UI · Architect

12+

INTEGRATIONS

8

CRON JOBS

180

DAYS RUNNING

30+

TOOLS AVAILABLE

OUTPUTGOOGLE CALENDARDaily briefings & schedulingGITHUBCode execution & reposHONCHOCross-session memoryCRON JOBSProactive scheduled updatesGOOGLE DRIVEDocument & file accessGLYPHMCP AGENTTELEGRAMMCP ARCHITECTURE — GLYPH PERSONAL AGENT

The Problem

Solo operators and small teams drown in coordination — calendars, follow-ups, status checks, research — the work that never quite justifies a hire but quietly eats the day. And generic chatbots are no help: they forget everything between sessions and only act when asked.

The System

Glyph is a persistent agent that works proactively. A Hermes gateway routes each incoming message to the right mode — general coordination, wellbeing, technical work, creative tasks, or career strategy — all on one model, each with its own register and tool set. It runs on a persistent server and delivers everything through Telegram.

Memory & Proactivity

Cross-session memory (vector-backed via Honcho) keeps facts, preferences, and project state alive without re-stating them. Cron jobs push briefings and updates on schedule, unprompted — so the agent surfaces what matters before you ask.

Why It Matters

It's the difference between a chatbot you query and an assistant that runs alongside you — remembering context, surfacing what matters, and executing real tasks. Built for myself first, but the architecture is a blueprint any small business, coach, or solo operator could deploy.

Conversations

Four modes. Same agent. Pick one to see how the register shifts.

GL
Glyph
glyph mode · online
Today
Message
DEFAULT MODE

Glyph

TRIGGERS
Baseline — always on

The default register. Direct, observational, and slightly dry. Glyph knows your calendar, your projects, and what's still open. Short answers by default, longer only when asked.

Calendar says 2pm. Decide what matters.
Smooth Scroll
This will hide itself!
BUILT WITH
AI / ML
LR
LoRA TrainingAI / ML
SD
Stable DiffusionAI / ML
CU
ComfyUIAI / ML
PY
PythonAI / ML
3D
MS
Meshy.ai3D
3J
Three.js3D
Web
MV
model-viewerWeb
GH
GitHub PagesWeb

Conversations

Four modes. Same agent. Pick one to see how the register shifts.

GL
Glyph
glyph mode · online
Today
Message
DEFAULT MODE

Glyph

TRIGGERS
Baseline — always on

The default register. Direct, observational, and slightly dry. Glyph knows your calendar, your projects, and what's still open. Short answers by default, longer only when asked.

Calendar says 2pm. Decide what matters.
JUSTIN FINKELMAN
CHICAGO BASED · CREATIVE TECHNOLOGIST

AI

PYTHON

UX/UI

2025

Glyph Personal Agent

AI, Automation, Systems

Glyph Personal Agent

AI, Automation, Systems

OVERVIEW

A personal AI agent built into daily life — accessible via Telegram, with four distinct modes that handle emotional support, technical debugging, job search strategy, and everything in between. Not a demo. My actual workflow.

YEAR

2025

ROLE

Developer · UX/UI · Architect

12+

INTEGRATIONS

8

CRON JOBS

180

DAYS RUNNING

30+

TOOLS AVAILABLE

OUTPUTGOOGLE CALENDARDaily briefings & schedulingGITHUBCode execution & reposHONCHOCross-session memoryCRON JOBSProactive scheduled updatesGOOGLE DRIVEDocument & file accessGLYPHMCP AGENTTELEGRAMMCP ARCHITECTURE — GLYPH PERSONAL AGENT

The Problem

Solo operators and small teams drown in coordination — calendars, follow-ups, status checks, research — the work that never quite justifies a hire but quietly eats the day. And generic chatbots are no help: they forget everything between sessions and only act when asked.

The System

Glyph is a persistent agent that works proactively. A Hermes gateway routes each incoming message to the right mode — general coordination, wellbeing, technical work, creative tasks, or career strategy — all on one model, each with its own register and tool set. It runs on a persistent server and delivers everything through Telegram.

Memory & Proactivity

Cross-session memory (vector-backed via Honcho) keeps facts, preferences, and project state alive without re-stating them. Cron jobs push briefings and updates on schedule, unprompted — so the agent surfaces what matters before you ask.

Why It Matters

It's the difference between a chatbot you query and an assistant that runs alongside you — remembering context, surfacing what matters, and executing real tasks. Built for myself first, but the architecture is a blueprint any small business, coach, or solo operator could deploy.

Conversations

Four modes. Same agent. Pick one to see how the register shifts.

GL
Glyph
glyph mode · online
Today
Message
DEFAULT MODE

Glyph

TRIGGERS
Baseline — always on

The default register. Direct, observational, and slightly dry. Glyph knows your calendar, your projects, and what's still open. Short answers by default, longer only when asked.

Calendar says 2pm. Decide what matters.
Smooth Scroll
This will hide itself!
BUILT WITH
AI / ML
LR
LoRA TrainingAI / ML
SD
Stable DiffusionAI / ML
CU
ComfyUIAI / ML
PY
PythonAI / ML
3D
MS
Meshy.ai3D
3J
Three.js3D
Web
MV
model-viewerWeb
GH
GitHub PagesWeb

Conversations

Four modes. Same agent. Pick one to see how the register shifts.

GL
Glyph
glyph mode · online
Today
Message
DEFAULT MODE

Glyph

TRIGGERS
Baseline — always on

The default register. Direct, observational, and slightly dry. Glyph knows your calendar, your projects, and what's still open. Short answers by default, longer only when asked.

Calendar says 2pm. Decide what matters.
JUSTIN FINKELMAN
CHICAGO BASED · CREATIVE TECHNOLOGIST

AI

PYTHON

UX/UI

2025

Glyph Personal Agent

AI, Automation, Systems

Glyph Personal Agent

AI, Automation, Systems

OVERVIEW

A personal AI agent built into daily life — accessible via Telegram, with four distinct modes that handle emotional support, technical debugging, job search strategy, and everything in between. Not a demo. My actual workflow.

YEAR

2025

ROLE

Developer · UX/UI · Architect

12+

INTEGRATIONS

8

CRON JOBS

180

DAYS RUNNING

30+

TOOLS AVAILABLE

OUTPUTGOOGLE CALENDARDaily briefings & schedulingGITHUBCode execution & reposHONCHOCross-session memoryCRON JOBSProactive scheduled updatesGOOGLE DRIVEDocument & file accessGLYPHMCP AGENTTELEGRAMMCP ARCHITECTURE — GLYPH PERSONAL AGENT

The Problem

Solo operators and small teams drown in coordination — calendars, follow-ups, status checks, research — the work that never quite justifies a hire but quietly eats the day. And generic chatbots are no help: they forget everything between sessions and only act when asked.

The System

Glyph is a persistent agent that works proactively. A Hermes gateway routes each incoming message to the right mode — general coordination, wellbeing, technical work, creative tasks, or career strategy — all on one model, each with its own register and tool set. It runs on a persistent server and delivers everything through Telegram.

Memory & Proactivity

Cross-session memory (vector-backed via Honcho) keeps facts, preferences, and project state alive without re-stating them. Cron jobs push briefings and updates on schedule, unprompted — so the agent surfaces what matters before you ask.

Why It Matters

It's the difference between a chatbot you query and an assistant that runs alongside you — remembering context, surfacing what matters, and executing real tasks. Built for myself first, but the architecture is a blueprint any small business, coach, or solo operator could deploy.

Conversations

Four modes. Same agent. Pick one to see how the register shifts.

GL
Glyph
glyph mode · online
Today
Message
DEFAULT MODE

Glyph

TRIGGERS
Baseline — always on

The default register. Direct, observational, and slightly dry. Glyph knows your calendar, your projects, and what's still open. Short answers by default, longer only when asked.

Calendar says 2pm. Decide what matters.
Smooth Scroll
This will hide itself!
BUILT WITH
AI / ML
LR
LoRA TrainingAI / ML
SD
Stable DiffusionAI / ML
CU
ComfyUIAI / ML
PY
PythonAI / ML
3D
MS
Meshy.ai3D
3J
Three.js3D
Web
MV
model-viewerWeb
GH
GitHub PagesWeb

Conversations

Four modes. Same agent. Pick one to see how the register shifts.

GL
Glyph
glyph mode · online
Today
Message
DEFAULT MODE

Glyph

TRIGGERS
Baseline — always on

The default register. Direct, observational, and slightly dry. Glyph knows your calendar, your projects, and what's still open. Short answers by default, longer only when asked.

Calendar says 2pm. Decide what matters.