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🔥 Top post: Manual testing has value. But it can't keep up with feature comp · 1 likes + reposts
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🔥 Top post
Manual testing has value. But it can't keep up with feature complexity.
Senior Software Consultant Gabriel Côté-Carrier makes the pragmatic case for automated testing: your software's complexity grows steadily, your manual QA capacity doesn't, and the gap eats the time you need …
Software becomes legacy by succeeding long enough to accumulate the weight of every decision and shortcut made along the way:
- Users feel it as friction
- Engineers feel their momentum slip
- The business watches costs climb
AI changes tw…
77% of healthcare execs measure tech success by operational efficiency. Only 16.7% of teams are asked to impact customer experience.
That gap traps teams in a cycle of fixing technical problems without addressing root causes. Part 4 of our…
Rails upgrade case study: How Gusto upgraded one of the world's largest Rails codebases without disrupting payroll operations.
We fixed 1,700 test failures, modernized their tech stack, and delivered on time—all while their team kept shipp…
The real prerequisite for effective AI at work isn't more autonomy. It's organizational observability: making intent visible enough for humans and agents to act well. https://link.testdouble.com/b60ba2
A prescription delivery startup with a talented team had big ambitions, but 20 potential initiatives was a lot and they were missing revenue targets.
Mission: Strategic clarity on which opportunities mattered most.
The fix: 6-week product …
Root causes healthcare teams keep missing: siloed data across EHRs and systems, metrics rewarding output over value, and strategic misalignment between leadership and tech teams.
Part 3 of our Symptoms to Sources series digs in: https://li…
Infrastructure should enable work, not slow it down. Simplify to speed up.
Treehouse's small dev team managed ~40 servers and an EKS cluster, and spent more cycles on ops than building features.
The fix: Rebuilt around ECS instead of EKS a…
Mode's autonomous deployment transformation ... Mission: Centralized infrastructure team bottleneck, Salt-based deployments
Fix: Terraform modules + custom CircleCI orbs + AWS migration
Results:
→ 5+ teams, 15+ services autonomous
→ Flexib…
Engineering teams don't mean to centralize process ownership — it just happens. A few people end up holding all the context, and everyone else waits on them.
Here's what one team changed, and what happened two months in: https://link.testd…
Scaling engineering without scaling problems. It's common to equate scaling the product with churning out features.
Instead take time to understand the human element behind blockers. Iterative improvements compound instead of problems for …
Feature complexity grows every sprint. Manual QA capacity doesn't. Eventually the lines cross.
The first thing you lose is exploratory testing. Automated testing scales like your features do—let it carry regression so humans can hunt the n…
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