I built Chibby, a local CI/CD desktop app. Import your scripts, get visual pipelines with live logs, retry, rollback, secret scanning, and OS keychain secrets. No cloud, no YAML, no account.
https://t.co/kKx207aiKp
#opensource#devtools#cicd#deployment#tauri#rust
Building a desktop app in 2026 feels rebellious.
Everyone's pushing #SaaS. Cloud-first. Subscription to everything.
Sometimes the best solution is: → Fast → Local → Yours
Not everything needs to live in someone else's server.
🚨 BREAKING: A developer on GitHub just built a tool that turns any GitHub repo into an interactive knowledge graph and open sourced it for free.
It's called GitNexus. Think of it as a visual X-ray of your codebase but with an AI agent you can actually talk to.
No server. No subscription. No enterprise sales call.
Here's what it does inside your browser:
→ Parses your entire GitHub repo or ZIP file in seconds
→ Builds a live interactive knowledge graph with D3.js
→ Maps every function, class, import, and call relationship
→ Runs a 4-pass AST pipeline: structure → parsing → imports → call graph
→ Stores everything in an embedded KuzuDB graph database
→ Lets you query your codebase in plain English with an AI agent
Here's the wildest part:
It uses Web Workers to parallelize parsing across threads so a massive monorepo doesn't freeze your tab.
The Graph RAG agent traverses real graph relationships using Cypher queries not embeddings, not vector search. Actual graph logic.
Ask it things like "What functions call this module?" or "Find all classes that inherit from X" and it traces the answer through the graph.
This is the kind of code intelligence tool enterprise teams pay thousands per month for.
It runs entirely in your browser.
Works with TypeScript, JavaScript, and Python.
100% Open Source. MIT License.
Repo: https://t.co/RzIoLR2vAe
@johnrushx@NFtSNiPERbOt You right but legacy system will still be around and many executives still prefer UI and dashboards. The improvements will be adding more integration to agents to help with data analysis and reporting.
I’ve been using LangChain since the early days of working with #LLM.
Over time I realized something simple: you don’t need heavy frameworks to build solid #agent systems.
You can design your own flows, stay in control, and keep dependencies lean.
How I manage 3 products + full-time dev work.
The answer:
Obsessive organization → Ruthless prioritization → Genuine love for building.
Each project teaches something that makes the next one faster and better. The compound effect is real.
TestFlight round 3 wrapped. Building while managing 3 other products teaches brutal prioritization. Every feature earns its place or gets cut. Launch is getting closer.
Working 2 dev jobs + part-time work teaches you something critical: obsessive organization, ruthless prioritization, and genuine love for building aren't optional, but they're essential.
Been building in stealth. 4 products, 3 industries, 2 dev jobs, 1 builder.
Starting to share the journey: 📱 Mobile game - Final TestFlight, 💰 FinTech #SaaS - Ready for launch,
🖥️ #MarketingAutomation disruption - 90% done.