Latest · · 5 min read
What a learner's detour taught me about learning
- A learner spent five attempts in the browser console trying to get past the AI coach's questions without answering them himself.
- That was not laziness. It was real effort, spent on a problem he found more interesting than the unit.
- A detour like that raises questions about the learner, the material and the goal. A completion percentage answers none of them.
- The dashboard made the pattern visible. The conversation with a trainer is what made it useful.
Sudhakar · Founder, Pravaha
Read the post →Earlier posts
· 6 min read
A learning path is only personal if it knows what to skip
An organisation can say where it wants its engineers to go. It cannot say where each of them is starting from. Here is how Pravaha builds a path per engineer, and what the first two weeks showed.
Sudhakar · Founder, Pravaha
· 5 min read
AI did not make your engineers worse. It moved the bugs to the seams.
The defects used to sit inside a function, where the compiler and the tests caught them. Now they sit between files, where only someone holding both sides can see them. That is why the work lands on your most senior reviewer.
Sudhakar · Founder, Pravaha
· 5 min read
Structured learning still wins
ChatGPT will answer every question you ask. It will not ask the one you never thought of. That is why answers on tap do not add up to learning, and why structure matters more now, not less.
Sudhakar · Founder, Pravaha