iiinova — where your digital self keeps evolving

Charlotte Fleming

@clfleming.bsky.social

PhD in Neuroscience turned tech researcher. Now a developer researcher at Octopus Deploy, leading industry research on Platform Engineering, GitOps, AI adoption, and Continuous Delivery in software development.

Posts Replies Media

Charlotte Fleming @clfleming.bsky.social · 08/04/2026

Junior developers use AI the most, especially for learning and debugging. But if AI handles the foundational learning experiences, how deep does the knowledge go? 👉 oc.to/publications/a...

001

Charlotte Fleming @clfleming.bsky.social · 07/04/2026

44% of developers are frustrated with AI that's "almost right." 30% say debugging AI code takes longer. 13% feel less confident in their own abilities. AI speeds things up, but at what cost? 👉 oc.to/publications/a...

021

Charlotte Fleming @clfleming.bsky.social · 07/04/2026

🚀 74% of execs see AI as critical, yet only 1% rate their org as "mature" in deployment. The gap between AI's promise and reality is real. Are you building the right foundation to scale AI value? 👉 AI Pulse Report: oc.to/publications/a...

000

Charlotte Fleming @clfleming.bsky.social · 07/04/2026

AI excels at code generation, but developers want help with code review, compliance, and security. There's a gap between where AI is focused and where developers need support most. 👉 oc.to/publications/a...

010

Charlotte Fleming @clfleming.bsky.social · 11/03/2026

Here is a key finding from the AI Pulse report: - 73% of organizations have reduced junior developer hiring over the past 2 years. The economic rationale? Seniors + AI = Seniors + Juniors But at what cost? Full report here 👉 oc.to/publications/a...

020

Charlotte Fleming @clfleming.bsky.social · 21/01/2026

🚀 We are working on the Future of Platform Engineering report, and would appreciate your participation in the survey: oc.to/platform-sur... Share your experience (~10 mins) and get a chance to win one of five $100 Amazon vouchers*! *Prize draw terms and conditions: octopus.com/lp/prize-dra...

Image with icons filling out surveys, with text alongside it saying "The Future of Platform Engineering 2026 survey is out now, Help us understand how Platform Engineering works in practice through our survey"

021