Non-LLM Based Machine Learning
LLMs dominate the conversation, but purpose-built ML models — OCR, classifiers, CNNs — deliver higher accuracy at a fraction of the cost for most real engineering tasks.
Code Generation with AI: How Engineering Teams Double Their Productivity
AI code generation isn't just autocomplete — it's the variable that separates teams shipping twice as fast from teams running the same playbook they used three years ago.
Boost Your Human Productivity with AI
AI doesn't replace your team's judgment — it eliminates the repetitive work that buries it.
Generative vs Review Use Cases for Improved Workflow
LLMs shine at generating content but stumble when asked to review it — and the distinction comes down to how probabilistic outputs interact with human trust.
Maximizing Efficiency with Outsourced Projects
Outsourcing is only cheaper than in-house work when you get the scoping, vendor selection, and communication structure right — most teams skip at least one of these.
Technology Jobs Report June 2024
Decline in Temporary Services overshadows modest tech gains — total technology employment may have shrunk by 37,000 positions.
The Ins and Outs of Fractional Employment
Most companies pay full-time prices for part-time needs — fractional employment fixes that without sacrificing the seniority of the hire.
Unlocking Workforce Potential: Embracing Fractional Work
Fractional work unlocks access to experienced professionals who bring senior expertise without full-time overhead. Learn how companies are adopting this model.
Technology Jobs Report May 2024
Technology employment shrank by as many as 16,000 jobs in May 2024 — no turnaround yet.
Entrepreneurs Need to Be Comfortable Wearing Many Hats, Especially Tech Founders
The dual CEO/CTO role is survivable in the short run — but only if you know exactly when to stop doing it.
Fractional to Full-Time Hiring: Scope and Time
Most fractional engagements fail to convert because they are structured like tests — not like the beginning of an employment relationship.
Big Business Ideas
Ideas are free — the rubric you use to evaluate them is what separates founders who ship from founders who plan.
Ready to put this into practice?
Talk to a Fraction operator about your SaaS growth, AI strategy, or pricing challenges.
Book an intro call →
