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I have open-sourced gojaja, a CLI for local multi-agent collaboration

2•zpwsmile•1h ago
gojaja is a local CLI tool featuring collaborative multiple AI Agents, supporting calls across clients such as Cursor, Claude Code and Codex.

## Core Features - Real-time dashboard, RFC and inbox - All messages and events are stored locally as files with no remote server, keeping all data entirely on your local device

## Applicable Scenarios - Task division and collaboration for multiple tasks - Multi-role brainstorming - Roundtable discussions and final decision-making - Event auditing

## Recommended Usage Tips 1. Assign one or two top-tier models as leads together with a batch of general models to achieve efficient collaboration at low cost. 2. Launch the local watch dashboard, then expose the intranet via tunnel penetration, so you can remotely command your fleet of agents on your mobile phone.

I personally use this set of tools to build an AI development team.

This toolkit is not limited to component development teams. In theory, it can be deployed for all types of organizations. I look forward to seeing its application performance in non-coding scenarios.

github: https://github.com/smilezheng/gojaja

Heavy corporate AI spenders add staff faster than peers

https://www.ft.com/content/8026eac6-16ad-467d-b8c3-c48c5af684e6
1•uxhacker•1m ago•0 comments

Show HN: PDFMergely – In-browser PDF tools that never upload your files

https://pdfmergely.com
1•pdfmergely•3m ago•0 comments

Show HN: Berth – A native macOS app for managing containers with Apple/container

https://github.com/tofa84/berth
1•tomfal•3m ago•0 comments

Ask for Feedback Before You Need It

1•Semi_hayat•4m ago•0 comments

Estonian camera headed for deep-space mission in 2028

https://news.err.ee/1610059198/estonian-camera-headed-for-deep-space-mission-in-2028
1•marklit•5m ago•0 comments

DevOps

1•Snapymon•8m ago•0 comments

Oil stocks in US Strategic Reserve fall by 5.5M – lowest level since 1983

https://www.reuters.com/business/energy/oil-stocks-us-strategic-petroleum-reserve-fall-by-55-mill...
1•Teever•8m ago•0 comments

The Force Is with Cristal Beer

https://en.wikipedia.org/wiki/The_Force_is_with_Cristal_Beer
1•Michelangelo11•11m ago•0 comments

DeepSeek Open Sources DSpark

https://venturebeat.com/orchestration/deepseek-open-sources-dspark-a-new-framework-to-speed-up-ll...
1•msalsas•11m ago•0 comments

Wellformed: Validation Schemas as JSON for TypeScript and Rust

https://wellformed.net/
1•burnrate•16m ago•1 comments

DeepSeek V4 official release coming in mid-July with 2x peak-hour API pricing

https://technode.com/2026/06/30/deepseek-to-launch-v4-in-mid-july-with-new-peak-time-api-pricing/
3•linzhangrun•18m ago•0 comments

Universal agents require universal memory

https://adapt.com/blog/unified-memory
1•ashumz•19m ago•0 comments

The state of the AI economy from bottom up

https://www.exponentialview.co/p/the-state-of-the-ai-economy
1•damethos•19m ago•0 comments

Open Hardware and Free Software: Teufel Mynd, a Case Study of a BT Loudspeaker

https://fsfe.org/news/2026/news-20260629-01.en.html
1•kirschner•20m ago•0 comments

QDBP: Explicit depth markers as an alternative to indentation and parentheses

https://github.com/tearflake/qdbp
1•tearflake•25m ago•0 comments

AI Policy Update

https://blog.freecad.org/2026/06/29/ai-policy-update/
1•ilreb•32m ago•0 comments

Reward hacking is swamping model intelligence gains

https://cursor.com/blog/reward-hacking-coding-benchmarks
3•matt_d•34m ago•0 comments

Vega: Zero-knowledge proofs for digital identity in the age of AI

https://www.microsoft.com/en-us/research/blog/vega-zero-knowledge-proofs-for-digital-identity-in-...
1•tosh•35m ago•0 comments

Gemma 4 on Cerebras - The Fastest Inference Is Now Multimodal

https://www.cerebras.ai/blog/gemma-4-on-cerebras-the-fastest-inference-is-now-multimodal
3•Tiberium•36m ago•1 comments

Show HN: Bored People Chat – Anonymous global chat room

https://boredpeoplechat.com/
4•syc-bpc•36m ago•5 comments

I built 25 executable skills for my AI agent �” all open source

https://github.com/ChrisLamDev/hermes-core-skills
1•ChrisLamDev118•37m ago•0 comments

Another Semiquincentennial

https://sanfranciscan.org/2026/06/29/another-semiquincentennial/
1•chema•40m ago•0 comments

Ask HN: Which is the best local model under 3B parameters today?

1•akarshhegde18•40m ago•0 comments

The op log was peer-to-peer the whole time

https://avelino.run/from-icloud-to-peers/
1•ethanplant•42m ago•0 comments

I built a free invoice generator for freelancers – no login, no subscription

https://quickinvoice-jade.vercel.app
1•Mini_dev•46m ago•0 comments

Operation RYaN

https://en.wikipedia.org/wiki/Operation_RYAN
1•valgaze•49m ago•0 comments

We built a P2P app with no servers. 1M users didn't miss them [Video]

https://www.youtube.com/watch?v=n76zGrt4aRY
1•danboarder•49m ago•0 comments

Tangled CI runs on microVMs

https://blog.tangled.org/spindle-microvm/
2•icy•53m ago•0 comments

Manifest-Driven Development

https://spacedock.md/blog/manifest-driven-development/
1•clkao•58m ago•1 comments

Meshtryoshka: Differentiable Mesh Rendering for Unbounded Scenes

https://danielxu9393.github.io/meshtryoshka-website/
1•E-Reverance•58m ago•0 comments