https://filipas.com/thinking/ Essays on AI leadership, engineering, and where value comes from. Value per token, not cost per token. en Sun, 12 Jul 2026 12:00:00 GMT https://filipas.com/press/apex-dynamics/ https://filipas.com/press/apex-dynamics/ Sun, 12 Jul 2026 12:00:00 GMT Satire Satire. Apex Dynamics retires 'find ways to use AI' and hires a consultancy to produce an AI Opportunity Map, a 127-page slide deck, and a plan to plan. Everything my essays argue against, filed with a straight face. https://filipas.com/post-15-value-per-token.html https://filipas.com/post-15-value-per-token.html Fri, 10 Jul 2026 12:00:00 GMT AI Leadership Tokens aren't a cost problem. They're a guidance problem. The winners won't have the lowest AI bill - they'll generate the most value per token. https://filipas.com/post-14-where-senior-engineers-come-from.html https://filipas.com/post-14-where-senior-engineers-come-from.html Mon, 29 Jun 2026 12:00:00 GMT Engineering We automated the junior grind and deleted the curriculum with it. Owning outcomes, real mentorship, AI as the tutor - rebuilding it is a leadership job. https://filipas.com/post-13-ai-where-it-counts.html https://filipas.com/post-13-ai-where-it-counts.html Thu, 25 Jun 2026 12:00:00 GMT AI Leadership Not seeing the gains and spending too much on tokens are the same problem. Stop applying AI everywhere. Aim the tokens where the value is. https://filipas.com/post-12-blind-spot-at-the-top.html https://filipas.com/post-12-blind-spot-at-the-top.html Mon, 15 Jun 2026 12:00:00 GMT AI Leadership Pilots everywhere, gains nowhere. ICs accelerate tasks - only senior leaders can redesign how work flows across teams. You can't redesign what you don't understand. https://filipas.com/post-11-the-leisure-never-came.html https://filipas.com/post-11-the-leisure-never-came.html Tue, 09 Jun 2026 12:00:00 GMT AI Leadership Keynes was half right. Competitors don't let productivity gains become leisure. AI just moved the baseline - run at a pace that compounds. https://filipas.com/post-09-bottom-up-beats-top-down.html https://filipas.com/post-09-bottom-up-beats-top-down.html Tue, 12 May 2026 12:00:00 GMT AI Leadership How AI actually lands in a 1000+ person engineering org. Two years of doing this. It's coming together rapidly. https://filipas.com/post-08-clarity-timezone.html https://filipas.com/post-08-clarity-timezone.html Tue, 21 Apr 2026 12:00:00 GMT Leadership Distributed leadership isn't a logistics problem - it's a clarity problem. What actually works when your team's working day starts 12 hours apart. https://filipas.com/post-07-leaders-dont-wait.html https://filipas.com/post-07-leaders-dont-wait.html Tue, 07 Apr 2026 12:00:00 GMT AI Leadership The biggest drag on leadership is waiting on information. AI is about to remove the wait entirely with the speed of insight. https://filipas.com/post-10-use-the-tokens.html https://filipas.com/post-10-use-the-tokens.html Tue, 24 Mar 2026 12:00:00 GMT AI Leadership The real risk isn't overuse - it's underuse. Your company handed you a superpower budget. Spend it deliberately, learn fast, iterate faster. https://filipas.com/post-06-output-is-the-wrong-metric.html https://filipas.com/post-06-output-is-the-wrong-metric.html Fri, 20 Mar 2026 12:00:00 GMT AI Leadership AI is coming for every profession. It's time for everyone to begin thinking about what matters most in their job roles. https://filipas.com/post-05-bitcoin-power-law-health-stress.html https://filipas.com/post-05-bitcoin-power-law-health-stress.html Tue, 17 Mar 2026 12:00:00 GMT Bitcoin Standard power law trackers show where price sits in the channel today. These two indicators ask a different question: how much weighted history of deviation has accumulated, and what does that imply for future price. https://filipas.com/post-04-test-infrastructure.html https://filipas.com/post-04-test-infrastructure.html Fri, 13 Mar 2026 12:00:00 GMT Engineering AI is compounding risk at exponential levels. Invest in your test infrastructure with urgency. The age of software abundance demands it. https://filipas.com/post-03-coding-isnt-the-job.html https://filipas.com/post-03-coding-isnt-the-job.html Tue, 10 Mar 2026 12:00:00 GMT Engineering You are not just a programmer. You don't simply translate from human language to computer language. You are an engineer. https://filipas.com/post-02-ai-inflection-point.html https://filipas.com/post-02-ai-inflection-point.html Fri, 06 Mar 2026 12:00:00 GMT AI Leadership Don't miss this one. How agentic AI is shifting from a chatbot you talk to into infrastructure that works for you. Are you positioned for this shift? https://filipas.com/post-01-ai-outperform.html https://filipas.com/post-01-ai-outperform.html Tue, 03 Mar 2026 12:00:00 GMT AI Leadership This was a prediction. Now it's happening. What it means for engineers, teams, and companies who want to still be relevant next year. A call to action.