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Ask PH: Worktrees or isolated sandboxes for multi-agent AI workloads?

https://agyn.io/blog/isolated-execution-ai-engineering
3•NBenkovich•1h ago

Comments

NBenkovich•1h ago
Git worktrees have become the default recommendation for running parallel AI coding agents (Claude Code, Codex, Cursor, etc.), and I get the appeal — they're just directories, zero orchestration, instant setup. I've seen people running 5 worktrees in a tmux grid with a separate Claude instance in each pane and it looks great on paper.

But I keep running into the same wall: worktrees isolate code, not the environment. Port 3000/5432/8080 still gets fought over. Two agents installing conflicting deps stomp on each other. Secrets in the host env leak into every subprocess any agent spawns.

Containers fix all of this cleanly, but now you're managing image lifecycles, cleanup policies, and orchestration — which is a lot of overhead for what might be a solo dev workflow. Curious what people have actually found:

1/ At what scale or workload type did worktrees start visibly breaking down for you?

2/ Has anyone found a middle ground that doesn't require full container orchestration?

3/ For those who moved to proper sandboxes: was the management overhead actually as painful day-to-day as it sounds upfront?

AI Agents Want to Write Go

https://encore.dev/blog/golang-ai
1•andout_•39s ago•0 comments

Show HN: Depth Effect Wallpaper for Windows

https://github.com/nfzv/depth_clock_wallpaper
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Comparing EEG Recordings from the OpenBCI Cyton and Brain Products BrainAmp

https://www.mdpi.com/1424-8220/26/4/1153
1•PaulHoule•50s ago•0 comments

OpenAI Stargate AI data centers reportedly delayed by squabbles between partners

https://www.tomshardware.com/tech-industry/artificial-intelligence/stargate-ai-data-centers-for-o...
1•speckx•1m ago•0 comments

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https://collective-ai.org
1•billylo•2m ago•0 comments

DRDO cracks the code for GaN technology, boosting India's defence

https://www.theweek.in/theweek/cover/2026/01/23/exclusive-how-drdo-cracked-the-code-for-gan-techn...
1•thisislife2•2m ago•0 comments

Show HN: Zendoc – A "Zen" writing environment built on the Cursor/VS Code engine

https://yostar.github.io/zendoc/
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NASA uses Mars Helicopter's SoC for rover navigation upgrade

https://www.theregister.com/2026/02/23/perseverance_rover_soc_navigation_upgrade/
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https://www.freezepage.com/
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New undocumented GameShark code format

https://social.treehouse.systems/@endrift/116118808586068716
1•throw_await•5m ago•0 comments

HubSpot Acquires Starter Story

https://twitter.com/thepatwalls/status/2025922694332780857
1•mmarian•6m ago•0 comments

Version History for Claude Code's Plan Mode

https://www.youtube.com/watch?v=uIWkFCg60Lk
1•ramoz•6m ago•1 comments

Wrapping Code Comments

https://matklad.github.io/2026/02/21/wrapping-code-comments.html
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Optimal Caverna Gameplay via Formal Methods

https://www.stephendiehl.com/posts/caverna/
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https://www.youtube.com/watch?v=p7ZG_xWYLzI
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Show HN: Vibevideo – Unified interface for top AI video models

https://vibevideo.app
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FreeBSD Status Report Fourth Quarter 2025

https://www.freebsd.org/status/report-2025-10-2025-12/
1•ptx•8m ago•0 comments

Adventures in Neural Rendering part 2: Cooperative vectors

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1•ibobev•8m ago•0 comments

Study Finds Lithium Plume in Atmosphere Traced Back to Returning SpaceX Rocket

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2•ck2•8m ago•0 comments

Why is AI so bad at reading PDFs?

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1•mikece•9m ago•0 comments

Show HN: Mindpm – persistent project/task memory for AI coding assistants (MCP)

https://github.com/umitkavala/mindpm
1•ukavala•10m ago•0 comments

How we built a chat-with-data agent that doesn't AI generate SQL

https://inconvo.com/blog/how-we-built-a-chat-with-data-agent-that-doesnt-ai-generate-sql/
1•ogham•10m ago•0 comments

The Hunger Games Was Just Voted the 'Best Book Ever' by Goodreads Readers

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https://anthonyamore.substack.com/p/10-questions-with-christopher-marinello
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EU Commission statement on the recent judgment of US Supreme Court

https://ec.europa.eu/commission/presscorner/home/en
1•Betelbuddy•11m ago•0 comments

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https://github.com/debba/tabularis
1•debba•13m ago•1 comments

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1•Betelbuddy•13m ago•0 comments

The Wrong Apocalypse [pdf]

https://ionanalytics.com/wp-content/uploads/2026/02/The_Wrong_Apocalypse.pdf
1•monkeydust•14m ago•1 comments

Show HN: Restrict Kiro CLI access to your sensitive files

https://github.com/phcollignon/kiro-guard
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Accelerated FOMO in the Age of AI

https://www.0xsid.com/blog/accelerated-ai-fomo
1•ssiddharth•15m ago•1 comments