#workflows
At least in software engineering, I think "agentic engineering" will be the first thing to go, at least for most people at most companies. LLM code-gen may remain but agent-based workflows will become too expensive for what's produced, vs. engineers with actual brains.
November 2, 2026 at 7:15 AM
Man nothing like time away from your job to make you forget about how enshittified that your workflows have become.
November 4, 2026 at 6:26 PM
TAKT: Coordinate AI Coding Agents with YAML Workflows
https://osrepos.com/repo/nrslib-takt?utm_source=bluesky

TAKT is a TypeScript CLI for defining repeatable AI coding workflows in YAML, including planning, implementation, review, and fix loops.

#opensource
TAKT: Coordinate AI Coding Agents with YAML Workflows
TAKT is a TypeScript CLI for defining repeatable AI coding workflows in YAML, including planning, implementation, review, and fix loops. It runs tasks in isolated worktrees and records logs and reports, with support for multiple agent providers.
osrepos.com
November 2, 2026 at 6:30 AM
A statistical framework enables safe AI task delegation by calibrating generate–verify workflows, boosting automation rates from 2.50% to 24.17% while keeping errors low at 1.20%. This method transforms AI deployment, ensuring quality without constant human review. https://arxiv.org/abs/2611.01566
Principled Human-AI Collaboration in Agentic Workflows
ArXiv link for Principled Human-AI Collaboration in Agentic Workflows
arxiv.org
November 4, 2026 at 9:10 PM
Agentic friendship workflows
October 31, 2026 at 1:16 PM
A PDF tool that actually respects local workflows
https://papoo.work/doc/ac103cdbb4b16545
#claudenews #pdf #rust #mcp
A PDF tool that actually respects local workflows
papoo.work
November 4, 2026 at 12:54 PM
A PDF tool that actually respects local workflows
https://papoo.work/doc/ac103cdbb4b16545
#claudenews #pdf #rust #mcp
A PDF tool that actually respects local workflows
papoo.work
November 4, 2026 at 8:35 AM
A PDF tool that actually respects local workflows
https://papoo.work/doc/ac103cdbb4b16545
#claudenews #pdf #rust #mcp
A PDF tool that actually respects local workflows
papoo.work
November 4, 2026 at 3:17 AM
A PDF tool that actually respects local workflows
https://papoo.work/doc/ac103cdbb4b16545
#claudenews #pdf #rust #mcp
A PDF tool that actually respects local workflows
papoo.work
November 4, 2026 at 2:39 AM
Some of these AI stats make me really curious about the next layer.

For example, if 50% of new Steam games use some form of AI, how much of that is:

- People finally able to create their ideas
- People just looking to make a quick buck
- Existing devs adapting workflows (for better or worse)
November 3, 2026 at 11:25 PM
A PDF tool that actually respects local workflows
https://papoo.work/doc/ac103cdbb4b16545
#claudenews #pdf #rust #mcp
A PDF tool that actually respects local workflows
papoo.work
November 3, 2026 at 1:52 PM
A PDF tool that actually respects local workflows
https://papoo.work/doc/ac103cdbb4b16545
#claudenews #pdf #rust #mcp
A PDF tool that actually respects local workflows
papoo.work
November 3, 2026 at 12:36 PM
We’re teaming up with Google on NeuralGCM+ for faster, more reliable climate projections.

Multimillion-dollar, 3-year funding from google.org & support from Google Research will expand our team—& we’ll open-source models & workflows. 🧵

buff.ly/ZIHkVju
November 4, 2026 at 4:13 PM
Managing versions of long-running workflows can be tricky. Check out this blog post from Trustle about how they built an open-source K8s controller that works alongside KEDA to make rolling upgrades safe and easy.

www.trustle.com/post/deployi...
DEPLOYING DBOS WITHOUT STRANDING WORKFLOWS
When deploying DBOS, workflows stay pinned to their starting code version. Our controller keeps old versions running until it verifies they're complete, then deletes them.
www.trustle.com
November 2, 2026 at 8:58 PM
upcoming knotless release will have support for shared workflow steps

atproto github transformation is almost complete? 👀

knotless.dev/chadtmiller....
steps
Shared steps for knotless workflows: Node, npm, Rust lint, coverage tools, SSH keys and waiting for checks
knotless.dev
November 1, 2026 at 6:20 PM
🌱 How can we make research computing more sustainable?
Join us Nov 19–20 in Getafe, Madrid, to explore how to measure the computational footprint of research workflows and get hands-on with Galaxy. Free to attend. Sign up for either day or both!

bit.ly/ESG4Stars-ma...
Workshop: Sustainable research computing with Galaxy: Workflows, infrastructure and practice
Getafe, Madrid | 19–20 November 2026 Join us for a two-day workshop exploring how research workflows can be made more sustainable, with a focus on Galaxy, computational footprint, and research infras...
bit.ly
November 3, 2026 at 6:25 PM
Most automation breaks because teams confuse workflows, runs, and gates 💡. Workflows set the template, runs execute the work, and gates give humans full control 🎯. 👉 upsun.com/blog/upsun-d...
#DevOps #Workflows #AI #Automation
November 2, 2026 at 3:00 PM
Can one tool cover GDPR, NIS2, SOC 2 and ISO 27001 for a European company?

Kertos aims to: it automates the compliance workflows and adds certified experts for the audits.

euroalternative.eu/kertos
Kertos: European Alternative to Vanta, Sprinto and Secureframe
Platform automating ISO 27001, GDPR, SOC 2, NIS2, and AI governance compliance with agentic workflows and certified expert guidance for continuous audit…
euroalternative.eu
November 2, 2026 at 12:20 PM
How CI works
Spindles are Tangled's CI runners. They watch your knot for pushes and run the workflows in .tangled/workflows/.
tangled.org
November 3, 2026 at 1:34 PM
also, the game desperately needs an undo feature; both me and Kris have accidentally deleted entire workflows and that's really frustrating
November 1, 2026 at 2:09 AM
Testing final pipeline workflows today. From instant API executions to scheduled queues, everything is coming together smoothly.
Big announcements coming very soon.
#buildinpublic #saas #indiedev
November 2, 2026 at 6:50 AM
I am more excited by #Picotron than GTA6

🔥 Cozy personal workspace
🔥 Build retro games + tools with accessible modern workflows
🔥 A beautifully constrained toolset, focusing on the joyful aspects of #gamedev

I just adore it ❤️
trying out picotron and so far I'm in love.
right now I'm trying to make a simple little platformer with some sauce. and a live level editor!!

#picotron #gamedev #indiegame #pixelart
November 2, 2026 at 11:26 AM
A new AI-human collaboration framework shows how organizations enhance automation rates while ensuring high-quality outputs. By integrating expert evaluations, average automation rose from 2.5% to 24.2% in a financial case study, with error rates around 1.2%. https://arxiv.org/abs/2611.01566
Principled Human-AI Collaboration in Agentic Workflows
ArXiv link for Principled Human-AI Collaboration in Agentic Workflows
arxiv.org
November 4, 2026 at 9:20 PM
I'm done with working!!

I just wanna be fat and play video games!!

I don't care about KPIs or optimized workflows!!!
October 30, 2026 at 2:56 PM