// Topic
Reflection
Definition
Reflection coverage in this archive spans 9 posts from Dec 2018 to Dec 2026 and is treated as an operating model question: decision rights, feedback loops, and execution clarity. The strongest adjacent threads are year in review, ai, and 2025. Recurring title motifs include ai, stopped, boring, and matures.
Working claims
- A repeated argument is that small teams ship faster when ownership boundaries are explicit.
- Early posts lean on tech and humbled, while newer posts lean on ai and boring as constraints shifted.
- This topic repeatedly intersects with year in review, ai, and 2025, so design choices here rarely stand alone.
How to apply this
- Write down ownership, escalation routes, and meeting defaults before scaling team surface area.
- Start with the newest post to calibrate current constraints, then backtrack to older entries for first principles.
- When boundary questions appear, cross-read year in review and ai before committing implementation details.
Where teams get burned
- Using process to compensate for unclear ownership and weak technical direction.
- Adding management layers before tightening decision loops and execution signals.
- Applying guidance from 2018 to 2026 without revisiting assumptions as context changed.
Suggested reading path
- Start here (current state): 2025: The Year AI Stopped Being Special
- Then read (operating middle): 2023: The Year Everything Changed (and I Barely Kept Up)
- Finish with (foundational context): 2018: The Year Tech Got Humbled
Related posts
- 2025: The Year AI Stopped Being Special
- AI in 2025: The Year It Became Boring (Finally)
- 2024: The Year AI Got Boring (In a Good Way)
- 2023: The Year Everything Changed (and I Barely Kept Up)
- 2022: The Year the Music Stopped
- 2020: The Year That Broke the Playbook
- 2019: The Year I Quit, Built, and Started Over
References
8 posts
- 2025: The Year AI Stopped Being Special
A year-end look at what actually happened in AI -- not the hype, but the operational shift. The novelty phase is over. The infrastructure phase has begun.
AI in 2025: The Year It Became Boring (Finally)
The most important thing that happened to AI in 2025 wasn't a model release. It was the shift from 'what can it do' to 'how do we run it.' That's progress.
2024: The Year AI Got Boring (In a Good Way)
2024 was the year AI stopped being exciting and started being useful. The demo phase ended. The production phase began. Discipline won.
2023: The Year Everything Changed (and I Barely Kept Up)
A personal look back at 2023 -- watching AI reshape the industry in real time, and figuring out what matters next.
2022: The Year the Music Stopped
A personal look back at 2022: building through the downturn, watching ChatGPT arrive, and what the year taught me about building things that last.
2020: The Year That Broke the Playbook
Decloud survived its first real crisis, I took on enterprise work, and the industry learned what remote work actually looks like. A personal look back at a strange year.
2019: The Year I Quit, Built, and Started Over
Leaving the fintech startup, joining Entrepreneur First, founding Decloud, and every lesson the year threw at me.
2018: The Year Tech Got Humbled
A personal look back at 2018 -- from GDPR scrambles at the fintech startup to Google for Startups Seoul, Spectre/Meltdown fallout, and the infrastructure shifts that defined the year.