Blog
Practical guidance for AI-ready CTE programs, workforce-aligned curriculum, instructor readiness, Perkins/WIOA evidence, and program modernization.
CTE advisory boards that actually drive program decisions
Most CTE advisory boards are theater. Quarterly meetings, slide decks, thank-you emails, and three weeks later nobody remembers what was discussed. Here's how to convert one into a working board witho...
CLNA evidence that actually holds up
Most CLNAs are written for compliance and read like it. Here's what evidence that actually holds up looks like — three layers, a practical table, and what to stop doing immediately.
How to defend your CTE budget when leadership wants to cut workforce programs
Most CTE budget defenses fail because program leads bring outcomes data to a meeting that's actually about politics. Here's the playbook for the conversation that's actually happening.
Outcomes measurement that doesn't lie: a framework for CTE programs
Most CTE programs track too many things badly. The framework here tracks fewer things honestly. Five metrics that survive scrutiny, with a specific method for each one.
The dual-credit illusion: why most CTE-to-college pipelines don't work, and what does
Dual-credit programs look like they're working — until you follow the data past the press release. The credits don't transfer. The students don't graduate. The pipeline doesn't deliver. Here's what's ...
What employers actually hire for in IT — and the gap with what we're teaching
Job postings list certifications. Hiring managers select on something else. The gap is the most underdiscussed problem in CTE IT programs — and the most fixable.
What CTE programs should actually teach about AI in 2026
The advice flooding educators about AI curriculum is mostly noise. Here's what actually matters — five things to teach, ten things to drop, and the one principle that makes the rest of the work easier...
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