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Our specs use stable IDs, and every test cites one.
To keep them accurate, we reconcile requirements as:
Added, Amended, Retired, or Unchanged.
We only inspect IDs tied to changed libraries.
If shared-library behavior changes, we flag its consumers too.
#AI #SoftwareTesting
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One of our cheapest AI-workflow changes:
Load project context before the brainstorming skill!
We put the reads in AGENTS.md because workflow files load too late.
Our rule: if unsure, read it.
A wrong yes costs a file read. A wrong no can silently skip a rule.
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Never assume a skill is used where its name suggests.
Our docs check was attached to a verification skill that only ran during debugging—not feature development.
It silently didn’t run for weeks.
Lesson: verify attachment points. Anchor only to skills, not their internal steps
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When extending someone else’s AI methodology, don’t anchor your workflow to skill names.
Names can change. Anchor to durable lifecycle moments and your work types.
If a skill disappears, the moment still governs.
Never silently skip or substitute it.
#AI #AgenticDevelopment
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Why did we pick Superpowers over BMAD or GSD?
2 reasons:
Easier to grasp.
Less opinionated about architecture.
We already had our own architecture. We needed a methodology that carried it.
Rule: already have architecture? Pick the methodology that brings the least of its own.
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We customized Superpowers without forking it.
Our rule: never touch its files.
We keep customizations in:
📄 AGENTS.md
📚 Our docs
🛠️ Our own skills
Superpowers stays updateable, while our workflow follows our architecture, docs, test IDs, and monorepo boundaries
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A tech lead should ask “What problem are we solving?” before “How should we build it?”
Teams can spend hours debating implementation details for an unclear problem.
Define the goal, constraints, and outcome first.
Then choose the simplest solution that works.
#TechLead
Made with AI
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A tech lead should make decisions, not just give opinions.
Listen. Explore the trade-offs. Make the call. Explain why.
You won’t always make the perfect decision. That’s okay.
A clear decision today is often better than a perfect decision someday.
#TechLead #Leadership
Made with AI
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We customized Superpowers for our enterprise monorepo to encode our architecture, standards, and workflows.
Now every new feature follows the similar process: brainstorm → PRD → plan → implementation → tests → docs
AI should standardize engineering, not just generate code.
Made with AI
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Great tech leads don’t solve every problem themselves—they build systems that solve problems repeatedly.
Invest in standards, automation, documentation, and AI workflows.
Every recurring manual task is a candidate for automation.
#TechLead #EngineeringLeadership
Made with AI
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I’m starting to use HTML over Markdown for AI-generated artifacts.
HTML enables richer layouts, diagrams, and interactive docs.
Go-to prompts:
💡 Explore → “Brainstorm… in an HTML file.”
📝 Plan → “Create a plan in HTML.”
🔍 Review → “Review via an HTML artifact.”
Made with AI
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For maintainable codebases, prefer many small files and libraries over a few large ones.
Smaller units are easier to understand, review, test, refactor, and reuse. When a file grows significantly, consider splitting responsibilities.
#CleanCode #SoftwareArchitecture
Made with AI
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Before merging a UI task:
✅ Run unit/E2E tests
✅ Manually verify the UI in the browser
Checklist:
• Zoom in/out
• Resize browser window
• Test iOS/Android devices in DevTools
• Verify light/dark modes
Manual UI checks still catch real visual issues.
#FrontendDevelopment
Made with AI
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MyThemeIsReady retweeted
Staking Rewards Update
The $VPAD staking rewards pool has now been fully depleted. This marks an important transition for the VLaunch staking system🧵👇
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MyThemeIsReady retweeted
We’re excited to collaborate with @DEXTPad to empower innovative projects through joint launches. Together, we’ll pave the way, launching you into the future!
Make Some Noise #VARRIORS
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