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TTal – CLI that turns Claude Code into a multi-agent software factory

2•neilbb•1h ago
I built TTal because I got tired of babysitting Claude Code sessions. Every PR meant switching between windows, copy-pasting review feedback, telling the coder what to fix, and repeating until it merged. I wanted to manage all of this from my phone while doing other things.

TTal is a Go CLI that orchestrates multiple Claude Code sessions in a two-plane architecture:

Manager plane — long-running agents that persist across sessions. They draft plans, break them into tasks, assign priorities, and unblock workers when they get stuck. You manage them from Telegram.

Worker plane — short-lived agents spawned per task. Each gets an isolated git worktree + tmux session. They implement, review, triage feedback, and merge — the full PR loop runs autonomously with CI logs fed back in. When done, everything auto-cleans up.

Agents, workers, and humans all communicate through a p2p message bridge — any agent can message any other agent or the human directly.

The other problem I had: I needed dedicated, long-lived Claude Code agents for planning and research — not just throwaway coding sessions. TTal's manager plane gives me that. My orchestrator agent drafts plans, my researcher explores codebases, and workers just execute.

The stack is intentionally composable — taskwarrior for task management, flicknote or use plain markdown for knowledge/memory, Telegram as the human-in-the-loop interface. Everything talks via CLI, no SDK required.

  brew tap tta-lab/ttal
  brew install ttal
GitHub: https://github.com/tta-lab/ttal-cli

I also built a bash-only subagent runtime with zero tool call overhead: https://github.com/tta-lab/logos

Happy to answer questions about the architecture or multi-agent workflows in general.

Cryptomator Is on Sale Now

1•_janc_•41s ago•0 comments

SauceLabs launches AI intent tool

https://thenewstack.io/ai-test-authoring-launch/
1•steveharrison•1m ago•1 comments

I built a financial data platform as a static site (and what I gave up)

https://blog.cerrorism.com/blog/2026-03-12
2•cerrorism•5m ago•0 comments

A Review of Dice That Came with the White Castle

https://boardgamegeek.com/thread/3533812/a-review-of-dice-that-came-with-the-white-castle
2•doener•8m ago•0 comments

Ask HN: What do you look for in your first 10 hires?

2•neilk17•8m ago•0 comments

LHCb Collaboration discovers new proton-like particle

https://home.cern/news/news/physics/lhcb-collaboration-discovers-new-proton-particle
1•voctor•9m ago•0 comments

Needle in the haystack: LLMs for vulnerability research

https://devansh.bearblog.dev/needle-in-the-haystack/
1•uneven9434•17m ago•0 comments

Israel to expand Lebanon ground campaign, fuels fears of prolonged occupation

https://www.theguardian.com/world/2026/mar/16/israel-expansion-lebanon-ground-campaign-fears-prol...
2•pabs3•22m ago•0 comments

Identity protection firm Aura suffers data breach exposing 900 000 records

https://cyberinsider.com/identity-protection-firm-aura-suffers-data-breach-exposing-900000-records/
1•nalekberov•22m ago•0 comments

Gorantula – multi-agent AI research platform with parallel web crawlers

https://github.com/Andyi955/Gorantula
1•bruh212•23m ago•0 comments

AI delusions, self-harm, unhealthy emotional attachments 'Think I love you'

https://nypost.com/2026/03/18/business/bombshell-ai-study-chatbots-fueling-delusions-self-harm-an...
1•1vuio0pswjnm7•28m ago•0 comments

ATS Copilot

https://apps.apple.com/in/app/ats-copilot/id6760128345
1•srsstyle•28m ago•0 comments

Pervaziv AI GitHub Code Review App

https://github.com/marketplace/pervaziv-ai-code-review
2•asmprogrammer5•31m ago•1 comments

Anchor: Hardware-based authentication using SanDisk USB devices

1•rewant•31m ago•0 comments

Crowdsource AI-friendly knowledge base about Taiwan

https://github.com/frank890417/taiwan-md
2•phantomathkg•32m ago•0 comments

Contemporary Australian Composers: Alan Lamb (2000)

https://www.rainerlinz.net/NMA/22CAC/lamb.html
2•ipnon•36m ago•0 comments

Theodosian Land Walls of Constantinople

https://turkisharchaeonews.net/object/theodosian-land-walls-constantinople
1•bcraven•36m ago•0 comments

Autoresearching Apple's "LLM in a Flash" to run Qwen 397B locally

https://twitter.com/danveloper/status/2034353876753592372
2•rzk•37m ago•0 comments

Show HN: Supre – A prompt engineer for Suno AI's Style of Music field

https://supre.online/en/tool
2•sdemela•38m ago•0 comments

Human Proof: the rarest thing is proof a human was there

https://humanproof.art
1•gkibakaya•38m ago•0 comments

Secure Exec – secure Node.js execution without a sandbox

https://secureexec.dev/
1•M4v3R•46m ago•0 comments

My hobby: running deranged surveys

https://nablatheta.substack.com/p/my-hobby-running-deranged-surveys
1•leogao•47m ago•0 comments

Figma but for AI Agents

https://paper.design
3•802e65bc-e259•48m ago•0 comments

Did the British unleash biological warfare against Washington's troops?

https://news.harvard.edu/gazette/story/2026/03/did-the-british-unleash-biological-warfare-against...
2•XzetaU8•53m ago•0 comments

Show HN: AI Coding Factory

https://github.com/jaksa76/ai-coding-factory
2•jaksa•54m ago•1 comments

OpenClaw for Research Writing

https://trybibby.com/
1•nilofer99•56m ago•0 comments

Democracy Report 2026

https://www.v-dem.net/publications/democracy-reports/
2•hkhn•1h ago•0 comments

'Trump is aiming for dictatorship'. That's the verdict of the most

https://www.theguardian.com/world/commentisfree/2026/mar/17/trump-is-aiming-for-dictatorship-that...
7•hkhn•1h ago•1 comments

Session integrity protocol for AI coding assistants

https://drive.google.com/file/d/1CVwFgDFbHgWJAAEoVSO4rq4BFH-q7E1_/view?usp=drivesdk
3•ianpenney•1h ago•1 comments

Eniac, the First General-Purpose Digital Computer, Turns 80

https://spectrum.ieee.org/eniac-80-ieee-milestone
2•baruchel•1h ago•0 comments