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In the age of AI we’re in this together
The hardest part of the AI shift for developers isn't the tooling—it's the identity reassessment underneath it. Senior Software Consultant River Lynn Bailey shares what's helped her work through that fear and emerge on the other side.
River Lynn Bailey
AI
ai-ml
professional-growth
dev-experience
productivity
communication
Leadership
Leadership
Leadership
Organizational observability: The AI alignment problem starts upstream
Most agent misalignment doesn't start in the model. It starts upstream, in organizations that haven't made their own intent visible enough to navigate.
Dave Mosher
AI
ai-ml
teams
systems
leadership
strategy
Leadership
Leadership
Leadership
The shockingly simple math for why we need test automation
Manual testing works for a while… until it falls behind as your systems grow in complexity. The pragmatic addition of automated testing helps scale quality assurance over time.
Gabriel Côté-Carrier
Testing
testing
communication
scaling-challenges
Leadership
Leadership
Leadership
The root causes healthcare teams overlook: Siloed data and misaligned priorities
Healthcare teams keep treating tech debt, slow delivery, and legacy headaches as isolated issues. The real root causes—siloed data, wrong metrics, and strategic misalignment—require a fundamentally different approach.
Cathy Colliver
Communication & teams
data-engineering
teams
communication
process
strategy
Developers
Developers
Developers
The human signal is getting lost in recruitment—and it matters more than ever
The human-to-human connection in recruitment matters more than ever. With AI-generated applications and fake profiles flooding the system, here's how real candidates can still reach a real recruiter.
Anya Iverova
Recruiting & careers
professional-growth
teams
communication
community
Leadership
Leadership
Leadership
Restitching the internet: the robots were here the whole time
The internet is restitching itself, worn seams, new patches, and all. AI and humans are both holding the needle and will both influence the next epoch of the web. Here’s why every choice we make online is a stitch in the pattern.
Cathy Colliver
AI
ai-ml
community
discovery-validation
outcomes-over-outputs
systems
Leadership
Leadership
Leadership
Legacy systems and delivery pressure: Symptoms healthcare tech teams keep treating
Healthcare product and engineering teams stay busy fixing bugs, modernizing systems, and shipping features faster. But when the root cause is process, culture, or misalignment—not code—the same problems keep coming back.
Cathy Colliver
Legacy modernization
legacy-modernization
teams
efficient software
process
productivity
Developers
Developers
Developers
How to build a documentation companion with Claude skills: six lessons from the field
Make onboarding or setup documentation more accessible by leveraging Claude skills as a documentation companion to guide users through documentation step-by-step
Jeremy Fairbank
AI
ai-ml
productivity
teams
communication
dev-experience
