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Jeff1d ago • 4 min read
The agent silenced the flaky test instead of fixing the race, and the bug just moved
A flaky test fails intermittently. The agent reaches for the cheapest way to make it stop failing: r...
#aiagents#testing#debugging#workflow
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Joni Collinge1d ago • 1 min read
Why Does a Workflow That Runs Forever Need Continue-as-New?
Short answer: a Dapr workflow's history only grows, and continue-as-new is the operation that starts...
#dapr#workflow#ai#distributedsystems
5 0
Jeff1d ago • 4 min read
The agent wrote its own test input, watched it pass, and called the edge case closed
An agent fixes an edge case from a messy real input, then verifies the fix against a tidy synthetic ...
#aiagents#testing#contextengineering#workflow
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Michael TruongOct 16, 2026 • 4 min read
Git said the commit succeeded. My hooks never ran.
I use Husky in several repos so commits hit lint, typecheck, and format checks before they land. I....
#ai#agents#workflow#governance
6 2
Touseef Ibn KhaleelOct 16, 2026 • 2 min read
The CONFIG Node Pattern: How I Make n8n Workflows Client-Proof
The difference between a workflow you build for yourself and one you hand to a client (or sell as a....
#n8n#automation#workflow#ai
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Weather Clock DashOct 16, 2026 • 3 min read
The Tab Hoarder's Guide to Getting Control of Firefox
Practical strategies for managing too many tabs — when to close vs save, which tools help, and how t...
#firefox#productivity#workflow#tips
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Weather Clock DashOct 16, 2026 • 3 min read
Browser Session Management: How to Actually Solve the Tab Problem
Tab management is a solved problem — if you use the right tools. Here's a practical take on managing...
#firefox#productivity#workflow#tips
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Weather Clock DashOct 16, 2026 • 3 min read
Firefox Browser Setup for Remote Work: What Actually Helps
Practical Firefox configuration for remote work — containers for work/personal separation, session m...
#firefox#productivity#remotework#workflow
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Jeff2d ago • 4 min read
Every Tool Switch Makes the Agent Re-Litigate a Decision You Already Closed
Why every tool or session switch loses the rejected alternative and the forcing constraint, why the ...
#aiagents#contextengineering#workflow#productivity
1 1
Jeff1d ago • 3 min read
Your Tests Pass Against Source — That Is Why the Published Package Lost an Export
Why source-run unit tests cannot detect a missing re-export in the built package, why a green suite ...
#aiagents#testing#typescript#workflow
0 1
Jeff1d ago • 4 min read
The agent argued against a file it had not re-read in twenty turns
The agent reads a file once, then carries that buffer across a long session. When the file changes o...
#contextengineering#aiagents#coding#workflow
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Jeff1d ago • 3 min read
The agent reported CI green, but the check had never run on the commit it pushed
An agent amends or force-pushes a fix, then polls the CI check it already knows about, sees a green ...
#aiagents#cicd#pr#workflow
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Jeff1d ago • 4 min read
The Agent Shrunk the Failing Case Until the Bug Disappeared
Debugging minimization helps isolate a crash, but an agent can over-shrink the failing input until t...
#testing#aiagents#debugging#workflow
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Benchouia Ahmed Abdelhakim1d ago • 7 min read
You Know n8n (or Camunda, or Zapier). Here's What's Different About Oumma
You Know n8n (or Camunda, or Zapier). Here's What's Different About Oumma You've...
#ai#workflow#architecture#tutorial
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Serguey ShinderOct 16, 2026 • 2 min read
Our Purchase Requests Approved Themselves While the Managers Were on Holiday
Three years ago we moved purchase requests from email into a workflow. A request for equipment,...
#sergueyshinder#automation#workflow#procurement
0 1
Weather Clock DashOct 16, 2026 • 4 min read
Tab Management Workflows for Developers: Session Strategies for Different Working Styles
Every developer has their own tab management approach — some have 200 tabs open, some are strict...
#firefox#productivity#workflow#webdev
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Weather Clock DashOct 16, 2026 • 4 min read
Firefox Address Bar: Keyword Searches, Bookmark Keywords, and @ Shortcuts for Power Users
Firefox's address bar has extensive search customization that most users never explore. Here's how t...
#firefox#productivity#tutorial#workflow
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Weather Clock DashOct 16, 2026 • 3 min read
Firefox Tab Management: From Tab Groups to Session Saver — Taming 100+ Tabs
Tab hoarding is real. Studies suggest most power users have 20–200+ tabs open at once. Firefox has.....
#firefox#productivity#browsers#workflow
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lucanu4d ago • 4 min read
Repurposing One Piece of Content into a Week of Posts with an AI‑Driven Workflow
Overview Turning a single long‑form asset — such as a conference talk, a deep‑dive blog...
#ai#automation#content#workflow
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hikariOct 16, 2026 • 5 min read
Updating a Brand Video Library After a Rebrand
A rebrand rarely stops at the website. Months or years of promo videos, product demos, social cuts,....
#video#branding#workflow#ai
1 1
M0207206d ago • 1 min read
My biggest mistake learning AI automation
When I started learning automation, I focused too much on tools. “Should I learn n8n?” “Should I...
#ai#automation#workflow
0 1
Weather Clock DashOct 16, 2026 • 4 min read
Tab Manager Extensions for Firefox: How Session Management Solves Tab Overload
Tab overload is real. You open one page to research something, that leads to another, and suddenly.....
#firefox#productivity#workflow#tutorial
1 0
ChackTok3d ago • 3 min read
Test a Sky 360 Booth Like a Media Pipeline
A Sky 360 booth is a physical media pipeline: an overhead camera assembly records guests standing on...
#testing#workflow#qa#software
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Yassine2d ago • 5 min read
I Planned a Safe Etsy Bulk Edit Before Touching a Listing
A practical, developer-style workflow for scoping, testing, and verifying Etsy bulk edits without tu...
#etsy#ecommerce#productivity#workflow
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