Cisco gives engineer 'unlimited tokens' to refactor 98% of legacy code as Proton tells staff their job is now helping LLMs
sanjaykalra · x · 2026-11-01
An advisory for CIOs/CTOs on scaling AI-assisted coding without losing control.
- Cisco: President/CPO Jeetu Patel told Fortune he gave a 27-year-old engineer "unlimited tokens" to refactor 98% of legacy code within 24 months — "you can go nuts." He also stressed the need to be surrounded by people with broad experience.
- Proton: CTO Bart Butler's internal memo (via 404 Media) says engineers' job has "fundamentally changed" — it's no longer writing code; "your job is to help the LLM write better code faster." CEO Andy Yen argues fast and secure can coexist.
The author's core thesis: unlimited tokens need a limited blast radius — tiered guardrails (full AI velocity → automated gates → human review) to keep security in the pipeline while accelerating. A Proton spokesperson acknowledged the company has sometimes been "too blunt or too slow" in explaining the shift to staff.
More from coding & agent
- Dev shares safety architecture for self-improving agent: out-of-band release controller with passkey approvals — viksit · 2026-11-01
- Dev shares Grok Bot team-building guide: few focused bots that write their own skills — CurieuxExplorer · 2026-11-01
- 747 AI-agent ideas reveal a scaling law for idea descent: +17% per doubling — DimitrisPapail · 2026-11-01
- Magnific Move + Claude Opus: Halloween game animated in one chat — petewoodbridge · 2026-11-01
- AI-Driven Frame Rate Optimization Cuts Render Time by 9%-15% Across Six Scenes — AIandDesign · 2026-11-01
- Parcha founder: You may not need an agent after all — decision models vs workflows — blaizedsouza · 2026-11-01