~/ klt.codes
v0.3.2 · Tampa, FL
the log

Field notes from the agentic journey.

Written when something is settled enough to be worth writing down. Nuance over specifics; lessons over reportage. Sanitized of client and IP detail by default.

2026-05-08
3 min read
The certs are a footer, not a pivot
Three AI certifications added to the resume. What they mean — and what they don't.
careerai
2026-05-07
4 min read
Name the threat, not the layer
Refuse defense layers until you've named the threat. Half don't survive the sentence.
reviewdesign
2026-04-29
4 min read
The single question that catches wrong-shape architecture
When an agent proposes a deploy approach, ask one thing first: what does this look like on a typo fix?
patternreview
2026-04-08
3 min read
If a role doesn't have a name, it's already a security problem
Unnamed agent identities accumulate ad-hoc bypasses. Name them before they accumulate.
identitydesign
2026-03-04
5 min read
Operator-as-merge-gate is not a placeholder — it's the work
The agent doesn't get to propose-and-execute. Two recent failures would have shipped silently otherwise.
governancereview
2026-01-21
6 min read
Why I made a layered code review
Layers of concern are easier for a model to reason about than a flat 'is this code ok'.
reviewpattern
2025-11-12
4 min read
There shouldn't be a storm
On rejecting per-change fanout in favor of scheduled reconciliation.
cipattern
2025-09-17
4 min read
I stopped writing code, mostly
And I'm a better engineer for it.
operatingcareer
2025-07-23
5 min read
Agentic velocity is not prompting
The skill is workflow design. Prompts are the easy part.
agents
2025-04-30
5 min read
Starting the agentic journey
Why I'm doing this. Day one. Kept here as the origin.
origincareer