Planned
Agent observability
As founder, I can debug agent tool failures from logs/PostHog without waiting for user reports — especially under Reddit traffic.
Jack Hanlon 3 days ago
High Priority
Planned
Agent observability
As founder, I can debug agent tool failures from logs/PostHog without waiting for user reports — especially under Reddit traffic.
Jack Hanlon 3 days ago
High Priority
Planned
Program lifecycle: own, track, and graduate programs in Proxima
As a lifter who trains for mesocycles, I can see progress on my current program, save versions in Proxima, and seamlessly start the next block when I finish — without losing history.
Jack Hanlon 3 days ago
High Priority
Planned
Program lifecycle: own, track, and graduate programs in Proxima
As a lifter who trains for mesocycles, I can see progress on my current program, save versions in Proxima, and seamlessly start the next block when I finish — without losing history.
Jack Hanlon 3 days ago
High Priority
Planned
Mutation trust UX
As a lifter editing my Hevy program, I see a clear visual diff of agent changes before I Sync so I trust what will land in Hevy.
Jack Hanlon 3 days ago
Low Priority
Planned
Mutation trust UX
As a lifter editing my Hevy program, I see a clear visual diff of agent changes before I Sync so I trust what will land in Hevy.
Jack Hanlon 3 days ago
Low Priority
In Progress
Validator v1 - Constraint Profile
As a user, every agent program change passes a hard validator (structure + intake + session constraints) before Sync, so footguns are blocked and retries are constraint-aware.
Jack Hanlon 3 days ago
High Priority
In Progress
Validator v1 - Constraint Profile
As a user, every agent program change passes a hard validator (structure + intake + session constraints) before Sync, so footguns are blocked and retries are constraint-aware.
Jack Hanlon 3 days ago
High Priority
In Progress
Agent Reliability
As a user deep in the program loop, agent mutations succeed without crashes, empty days, or chat-only hallucinations — I don't need ChatGPT to fix my program.
Jack Hanlon 3 days ago
High Priority
In Progress
Agent Reliability
As a user deep in the program loop, agent mutations succeed without crashes, empty days, or chat-only hallucinations — I don't need ChatGPT to fix my program.
Jack Hanlon 3 days ago
High Priority
Completed
Fix Modify Program Tool Call
Currently the modifyProgram tool call uses JSON patches, which means occasionally it hallucinates the indexes for the patch and causes errors. I will update this to a more robust process where the tool calls call the same functions as the user does, such that there is no possibility for a patch error. This should make the ability to edit programs through the agent significantly more reliable.
Jack Hanlon 16 days ago
Completed
Fix Modify Program Tool Call
Currently the modifyProgram tool call uses JSON patches, which means occasionally it hallucinates the indexes for the patch and causes errors. I will update this to a more robust process where the tool calls call the same functions as the user does, such that there is no possibility for a patch error. This should make the ability to edit programs through the agent significantly more reliable.
Jack Hanlon 16 days ago
Completed
Ability for AI to read workout history from Hevy
Currently we only fetch the 15 most recent exercise history objects from Hevy. We need to add a new tool call where the agent can access the users Hevy workout history
Jack Hanlon 2 months ago
Completed
Ability for AI to read workout history from Hevy
Currently we only fetch the 15 most recent exercise history objects from Hevy. We need to add a new tool call where the agent can access the users Hevy workout history
Jack Hanlon 2 months ago
In Progress
Living loop - program improvement trigger from Hevy logs
User story: As a user who trains in Hevy, I can return to Proxima after logging workouts, ask for a log-informed program change, see the agent cite my actual sets/reps, and Sync the update back to Hevy.
Jack Hanlon 2 months ago
High Priority
In Progress
Living loop - program improvement trigger from Hevy logs
User story: As a user who trains in Hevy, I can return to Proxima after logging workouts, ask for a log-informed program change, see the agent cite my actual sets/reps, and Sync the update back to Hevy.
Jack Hanlon 2 months ago
High Priority
Planned
Content & ops polish - library, schema gaps, usage metering
As a user browsing exercises, I see complete video coverage; as ops, usage limits reset automatically without manual DB fixes.
Jack Hanlon 3 months ago
Low Priority
Planned
Content & ops polish - library, schema gaps, usage metering
As a user browsing exercises, I see complete video coverage; as ops, usage limits reset automatically without manual DB fixes.
Jack Hanlon 3 months ago
Low Priority
In Progress
Program Builder "Edit Mode"
Currently, when you edit a program you have to Export it as a new program to Hevy. We want to offer this feature for the Pro+ tier so a user can just directly change their existing routines.
Jack Hanlon 3 months ago
High Priority
In Progress
Program Builder "Edit Mode"
Currently, when you edit a program you have to Export it as a new program to Hevy. We want to offer this feature for the Pro+ tier so a user can just directly change their existing routines.
Jack Hanlon 3 months ago
High Priority
Completed
Health Issues need to be more heavily prioritized
This may be due to the same issue of just it being commented out. But we should see through manual testing if system prompt needs to be updated to prioritize health issues.
Jack Hanlon 3 months ago
Completed
Health Issues need to be more heavily prioritized
This may be due to the same issue of just it being commented out. But we should see through manual testing if system prompt needs to be updated to prioritize health issues.
Jack Hanlon 3 months ago
Exercise Explanation Improvements
Add instructions for each exercise. Perhaps write explanations for why each exercise is important, and update system prompt to explain why the exercise is important to the user for their program and them upon generation.
Jack Hanlon 3 months ago
Low Priority
Exercise Explanation Improvements
Add instructions for each exercise. Perhaps write explanations for why each exercise is important, and update system prompt to explain why the exercise is important to the user for their program and them upon generation.
Jack Hanlon 3 months ago
Low Priority
Completed
Update system prompt to prioritize adding warmup exercises
This is for people with injuries, tweaks or are lifting heavy. The agent should recommend warmup exercises for the user on a day to day basis.
Jack Hanlon 3 months ago
Completed
Update system prompt to prioritize adding warmup exercises
This is for people with injuries, tweaks or are lifting heavy. The agent should recommend warmup exercises for the user on a day to day basis.
Jack Hanlon 3 months ago
Completed
Connect all questionnaire questions to Andy AI Agent
A couple of the questionnaire options were commented out on the backend to not overwhelm the agent during development. Need to go in and uncomment them and make sure they are reflected in the generated programs through manual testing.
Jack Hanlon 3 months ago
Completed
Connect all questionnaire questions to Andy AI Agent
A couple of the questionnaire options were commented out on the backend to not overwhelm the agent during development. Need to go in and uncomment them and make sure they are reflected in the generated programs through manual testing.
Jack Hanlon 3 months ago