▲ 6 r/PiCodingAgent+4 crossposts

I built my own harness to replace claude.ai | Self-hosted, beautiful, and works from any device

I built a harness for myself. It runs on my own machine. Its beautiful, fast, and built for professional work (I use it for my job).

The aesthetics and design was important to me, had to be easy to use, informative, feature rich but not bloated.

Features I built into it:

  • Runs locally in a browser: remote-accessible from any device with a browser, full mobile UI, installable as a home-screen app in Android.
  • Tabs: Multiple sessions open at once, and sessions keep running even if I close the browser
  • Prebuilt AGENTS.md per project type: Coding, Writing, Business, Legal, General
  • Epic mode: Projects too big for one conversation get a persistent spec, task list, and state that future sessions pick up
  • Persistent memory: browse, edit, or delete every memory, and see exactly what got recalled into any chat
  • Nightly worker agents: Automated nightly code review + fixer agents lay out verified, one-click fixes every morning
  • Private web search & deep research: Self-hosted search engine, cited reports (Crawl4AI).
  • Independent reviewer agent: A clean-context critique of code, docs, or writing, instead of the model grading its own work
  • Chats & projects: Quick chats each get an isolated folder with full tool access; serious work lives in project workspaces
  • Handles every file type, both ways: Reads and authors PDF, Word, Excel, PowerPoint, images, charts; plus skills and saved prompts with fill-in variables
  • Voice both ways: Local Whisper dictation and read-aloud replies; no audio leaves the machine

Nice touches: full system terminal access, a ⌘K command palette with cross-project search, a usage dashboard that counts every token, live system status, a real note-taking app, plan mode, light/dark themes, native notifications when a turn finishes, and hourly encrypted backups.

My goal with this post is to inspire others to build their own harness for themselves, its actually tons of fun! Like building out your workshop or garage the way you want to help you create, repair, & experiment on things.

u/PilgrimOfHaqq — 2 days ago
▲ 90 r/harnessengineering+3 crossposts

Anyone building their own harness?

A month ago I found Pi and then found Pi-Web. Since then I have been building on top of it and now I have my own harness that works much better than any of the harnesses I have used. I copied the look of claude.ai so its clean, minimal and functional. I just cant get myself to work inside a terminal.

Anyone else building their own? I am curious. Would love to share ideas to improve on each other's builds.

In case anyone asks: I am not making my harness public, its highly personalised to my workflow just wanted to find others to discuss this with as I am having tons of fun!

reddit.com
u/PilgrimOfHaqq — 10 days ago
▲ 23 r/AIProductivityLab+3 crossposts

I'm not a programmer, I used Pi to build a replacement of claude.ai for myself. Meet Sayl.

Why Post this?

I want to show a non-coding use case for Pi for others to take ideas from.

Why do this?

I wanted out of the big-3 chat apps. My conversations, prompts, files, and workflow all lived in their interfaces. Switching providers meant starting over.

So:

  • Found Pi → discovered pi-web
  • Started extending it, using the system to build itself
  • It's now different enough that I gave it its own name: Sayl

I'm not a programmer. 

I understand specs, system prompts, agents.md, context management, etc. but the AI wrote basically all of it. There's surely slop in the code, but it runs on my laptop at home and it's been my daily driver ever since.

It goes wherever I go.

  • Any device with a browser — full mobile view, installable as a phone app
  • My PC's filesystem, reachable from anywhere
  • Close the tab mid-task — sessions live in a daemon, the agent keeps working

It's built for general AI work — brainstorming, writing, research, digging into ideas — but it codes too (it built itself).

What's in it:

  • Private web search + deep research — self-hosted search, clean page extraction, live research progress and controls
  • Prompt library — Markdown prompts, live preview, usage counts, one keystroke to insert
  • Search — within a session, or across every conversation I've ever had
  • Real file viewers — PDF, DOCX, XLSX, PPTX, Markdown with math + diagrams, images, CSV/JSON — readable from my phone
  • Skills library — reusable agent skills: documents, charts, spreadsheets, and more
  • Projects & sessions — groups, folders, pins, archive; the AI even names sessions itself
  • Embedded terminal + git, right in the browser
  • Context Guard — oversized tool output captured to disk instead of flooding the chat
  • Usage dashboard — token/context breakdown, search/fetch counters
  • Notifications — native OS alerts when a long task finishes, phone included
  • Clean-context reviewer — an independent AI reviewer for finished work (code, docs, writing, analysis)
  • Hourly encrypted cloud backups

Security: localhost-only bind, reached through an authenticated tunnel. No open ports.

Not public — just showing what's possible when you point Pi at itself.

Happy to answer questions.

u/PilgrimOfHaqq — 10 days ago

A Youtuber tested Step 3.7 Flash and its roleplay capability is really good!

My thoughts were if someone wants to use a harness and use this model through openrouter or want to run it locally (if you got the hardware for it) this one might be tons of fun and might be super easy to jailbreak.

If this is totally not relevant to this subreddit, feel free to delete.

youtu.be
u/PilgrimOfHaqq — 30 days ago

I have left Claude.ai for Codex

With all the issues with classifiers and thinking summerizer in claude, I have decided to switch to ChatGPT, more specifically Codex.

This post isn't completely related to jailbreaking so if it doesn't fit, feel free to delete it mods.

I am sharing this as I find that I align with this community and that someone might benefit from this post, incase someone was thinking of switching.

First of all and most relevant to you all, is instruction following in Codex is much better than Opus 4.8 in Claude ai. This is because it doesn't have as many guardrails. This can be achieved through claude code as well of course.

Using Codex (ChatGPT 5.5 xhigh) I have much higher limits. I was on the Max x5 plan in Claude and now on the Pro x5 plan in ChatGPT. Same price.

With Codex, I am able to have the same benefits of having a filesystem to create/edit/delete files as needed, like I was doing with claude.ai. I know I could've achieved this with claude code.

This move also allows me to rethink my workflow, I have been using Claude exclusively for 2 years and I want to stay sharp, not get stale and also avoid becoming overtly dependent on Anthropic's ecosystem.

I currently use my phone, work pc and home pc with claude.ai, to get Codex to work I am currently setting it up so my home pc will have the main system setup, and I will remotely control it through mobile and work pc. The benefits of that is all my files and conversation history can be accessed through mobile or my either PCs.

The challenges currently is I am trying to import all my claude skills to codex. Codex does support skills so its just a matter of putting the .skill/.zip file into the codex chat interface and tell it to add the skill.

I have also created a custom deep research skill that mimics the deep research in the chat for ChatGPT and Claude. The skill initiates a research orchestrator that then launches multiple researcher agents. They all bring their findings back to the orchestrator and the orchestrator consolidates the findings. This keeps my main conversation clean and context usage low. I did a test, my context usage for a deep research went from 191k to 52k after the research was completed.

This is a very subjective post, just wanted to share my observation and thoughts so far on using codex.

reddit.com
u/PilgrimOfHaqq — 1 month ago