Field notes

Notes in progress.

Short observations, build notes, and engineering lessons. Less polished than essays — an active thinking archive.

Aug 14
Shipping and distribution are different jobs
#content-creation#product
Aug 7
Small samples should change one decision, not your whole strategy
#content-creation#product
Jul 31
A command center should be a map, not a second source of truth
#platform#communication
Jul 24
A good content system reduces decisions, not creativity
#content-creation#communication
Jul 17
The skill you stop practicing does not stay paused
#career#language
Jul 10
Legacy systems are product memory
#backend#product
Jul 3
Rest is not a reward for certainty
#career#family
Jun 26
The last handoff still counts
#career#communication
Jun 19
AI gives speed, fundamentals give direction
#applied-ai#career
Jun 12
Verification is not a boolean
#product#platform
Jun 5
Entity resolution starts with doubt
#platform#data
May 29
The org chart is also an API
#communication#career
May 22
The smallest tool that fits
#product#career
May 15
Codify before it matters
#platform#career
May 10
The tool decides the cadence
#communication
May 5
A public site is a commitment device
#communication#career
May 1
Agents move the bottleneck up the stack
#applied-ai#career
Apr 29
Staging is not production-shaped
#platform#backend
Apr 25
Acknowledgements are not settlements
#platform#product
Apr 20
On idempotency in distributed systems
#backend#platform
Apr 15
Why I stopped using ORMs for reporting queries
#backend#sql
Apr 8
Prompt caching in production: what actually matters
#applied-ai
Mar 30
Structured outputs vs function calling
#applied-ai
Mar 22
The underrated value of boring architecture
#platform
Mar 14
How I run async standups for distributed teams
#communication
Mar 6
Notes on Kafka consumer rebalancing in the wild
#platform#kafka
Feb 27
What I look for in senior engineering candidates
#career
Feb 14
A small note on backpressure
#backend
Jan 15
Joining Minerva — first impressions from week one
#career#platform
Nov 4
If you can't see it, you haven't built it
#platform#backend
Sep 17
Review your own PRs first
#communication#career
Jul 21
Code review etiquette I wish I learned sooner
#communication
May 12
The first outage I owned end-to-end
#career#platform
Mar 8
When to stop refactoring
#career#backend
Sep 18
Why I started writing publicly
#communication#career
Jun 4
What I learned my first year as a senior engineer
#career