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Claude vs. US Govt: OpenAI Gamble

https://www.youtube.com/watch?v=Ph8CrTNlWbM
1•ashutosh0707•2m ago•0 comments

Show HN: Mindspend – Track how you feel about your spending, not just numbers

https://www.mindspend.app/
1•mogic•2m ago•0 comments

Generate a production-ready constitution.md or Claude.md for spec driven dev

https://younss.github.io/ConstitutionKit/
1•younss•3m ago•0 comments

Stocklens Software

https://stocklnsss.lovable.app
1•StockLens_1•8m ago•0 comments

Mac Has Hidden VRAM [video]

https://www.youtube.com/watch?v=nxCtScEImew
1•goosebump•8m ago•0 comments

Show HN: Offline AI That Analyzes Your Health Data with Evidence-Based Reasoning

https://twitter.com/AshtonBars/status/2028612540444651995
1•sagebowsystem•18m ago•0 comments

Ask HN: Who's hiring but companies that don't have AI mandates?

2•ares623•25m ago•2 comments

Post-AI World: Notes on Economy, Meaning, Agency

https://yashmouje.com/blog/post-ai-world
1•yashmouje•28m ago•0 comments

Mechanical Habits

https://matklad.github.io/2025/12/06/mechanical-habits.html
1•r4um•29m ago•0 comments

A Crisis in the Alps: Airbnb, Climate Change and Americans

https://www.nytimes.com/2026/03/02/travel/french-alps-problems-overdevelopment-climate-change.html
3•RestlessMind•31m ago•0 comments

Agentic Engineering Patterns

https://simonwillison.net/guides/agentic-engineering-patterns/
1•r4um•32m ago•0 comments

Denoising my Life: Part 1

https://adityashrishpuranik.com/writing/denoising-my-life
1•adityapuranik99•33m ago•0 comments

MIDI Viz Piano

https://zz85.github.io/midiviz/midiviz_piano.html
1•memalign•33m ago•0 comments

Windows 12 Reportedly Set for Release This Year

https://tech4gamers.com/windows-12-reportedly-relasing-2026-modular-ai-focused-os/
1•ryandrake•37m ago•0 comments

Merge PDF

https://www.pdffixnow.com/merge-pdf
1•instahotstar•42m ago•1 comments

I got tired of rewriting interview questions for every candidate,so I built this

https://recruitlens.io/
1•elminson•45m ago•1 comments

I built a collection of privacy-focused browser tools (no uploads)

https://everytool.solutions/
1•Mihir1426•45m ago•0 comments

MachineAuth: Open source Authentication infrastructure for AI agents

https://github.com/mandarwagh9/MachineAuth
1•mandarwagh•46m ago•1 comments

Rust zero-cost abstractions vs. SIMD

https://turbopuffer.com/blog/zero-cost
1•whiteros_e•46m ago•0 comments

I Have No Mouth

https://www.leemeichin.com/posts/i-have-no-mouth
1•freediver•50m ago•0 comments

The GPT-3.5 Era: A Retrospective on 404s, Biometric Clocks, and $400 Bills

https://chippytime.com/gpt3-story
1•chippytech•52m ago•0 comments

Show HN: Claude-brain – Sync your Claude Code brain across machines via Git

https://github.com/toroleapinc/claude-brain
1•edvatar•54m ago•0 comments

GitNexus: The Zero-Server Code Intelligence Engine

https://github.com/abhigyanpatwari/GitNexus
1•mpweiher•57m ago•0 comments

Show HN: Kira – AI agent for Android that runs in Termux and has a socialnetwork

https://github.com/levilyf/droidclaw
1•animiso•57m ago•0 comments

The Modular Phone of the Future [video]

https://www.youtube.com/watch?v=tQn8X6l3-ig
1•mgh2•1h ago•0 comments

A CPU that runs entirely on GPU

https://github.com/robertcprice/nCPU
2•cypres•1h ago•0 comments

Ask HN: Transforming My Resumé for the Age of AI

1•metadat•1h ago•0 comments

Indefinite Book Club Hiatus

https://whatever.scalzi.com/2026/03/03/indefinite-book-club-hiatus/
2•cdrnsf•1h ago•1 comments

Pixel homescreens get custom icons, but Google's keeping them locked to AI

https://9to5google.com/2026/03/03/pixel-homescreens-are-getting-custom-icons-but-googles-keeping-...
1•josephcsible•1h ago•0 comments

CuTe Layout Representation and Algebra

https://arxiv.org/abs/2603.02298
3•matt_d•1h ago•0 comments
Open in hackernews

Ask HN: What is the "Control Plane" for local AI agents?

4•denis4inet•1h ago
<a href="https://ibb.co/v6QLjdBY"><img src="https://i.ibb.co/S4dV3mxr/Agents-Orchestration.png" alt="Agents-Orchestration" border="0"></a>

I’ve been running an increasing number of local coding agents (Claude Code, Codex CLI, OpenCode, etc.) and I’ve hit a wall: orchestration and state visibility.

When you have multiple agents working on different sub-tasks in a single repo, terminal logs become unmanageable. I find myself needing a "Mission Control" — a centralized tracking system that acts as a bridge between my local terminal sessions and a high-level UI.

The Architecture I’m testing: I’m currently experimenting with using GitHub Issues as a temporary backend for agent state:

On Session Start: The agent hits a hook and creates/updates a GitHub Issue.

On Idle/Output: The agent posts its findings/diffs as a comment.

Human-in-the-loop: I can reply to the issue from my phone/web, and the local CLI picks up the comment to continue or pivot.

The Problem: GitHub Issues (and Jira/Trello) weren't built for the high-frequency event loop of an AI agent. The UX feels sluggish, and there’s no native concept of a "streaming session" or "agent heartbeats."

My Questions to HN:

Is there an emerging SaaS or self-hosted solution that acts as a Jira for Agents?

Are people building custom "Agent Dashboards" that integrate with local CLIs, or is everyone just piping everything to stdout?

If you’re managing 5+ agents working on a codebase simultaneously, how do you track their progress and intervene without context-switching between 5 terminal tabs?

I’ve sketched out a flow where GitHub Issues acts as the hub (linking Codex, Claude Code, and OpenClaw), but I’m looking for something more purpose-built.

Has anyone seen a project that addresses the Control Plane problem for local agents?

Comments

jlongo78•1h ago
the control plane question is the right one to be asking. most people slap agents into tmux and call it done, then wonder why they cant reproduce what happened last tuesday.

the insight nobody talks about: session identity matters more than session management. if you cant address a specific agent conversation later, search it, or resume it mid-thought, youre just herding cats in a terminal. persistnece + indexing is the real primitive here.

denis4inet•1h ago
probably could be solved partly through langfuse + hooks, if question just in session history
mojomark•1h ago
If you're going to post an AI generated response, just say it's AI generated.
akssassin907•29m ago
Ended up solving this with OpenClaw as the gateway layer. Each agent has its own persistent session, heartbeat files for state (HEARTBEAT.md, TODAY-TASKS.md in each agent's workspace), and Telegram as the human-in-the-loop channel — I can check in, redirect, or kill a task from my phone without touching a terminal.

The file-based state store sounds basic but it works really well for the "what is each agent currently doing" problem. Each agent writes its status on every heartbeat. The orchestrator reads them all and compiles a brief. No database, no SaaS, just files and a shared filesystem.

The GitHub Issues approach you're describing hits the same wall everyone does — it's too slow for the event loop and there's no concept of streaming state. What you actually want is something closer to a supervisor process that owns the session lifecycle and can inject context mid-run. That's the piece that's missing from most setups.

The 5+ agent tab problem: Telegram channels per-agent solved it for me. Each bot reports to its own DM, I have a group for fleet-wide alerts. No terminal tabs.