sajilo.ai Engineering partner
SAJILO_AI/ INSIGHTS
Insights · Field notes from the practice

What we're
thinking about
this quarter.

Field notes from the practice — what we're learning while shipping production systems with agent fleets. No SEO trend pieces. No top-10 listicles. Just things worth writing down.

02 / WRITING

Recent.

12 posts · sorted by recency
AGENTIC9 minMay 12

One mind, a fleet underneath: orchestration patterns for senior engineers

Six patterns we use for splitting work between an engineer and a multi-agent fleet — and the three patterns that look right but quietly fail.
Bibek Pandeyread →
APPLIED AI14 minMay 04

RAG isn't a feature. It's an engineering discipline.

Most retrieval-augmented systems fail not at the model layer but at the engineering layer around it. A field-tested checklist.
Anjali Maharjanread →
OPERATIONS7 minApr 29

The 24-hour change cycle: how we close most requests by next morning

It's not magic and it's not "we work harder." It's a specific operating model. Here is exactly how it works.
Prabin Shrestharead →
ENTERPRISE11 minApr 22

Strangling a 14-year-old monolith, politely

How we moved a regulated insurance platform off its mainframe without one big-bang weekend. The boring parts are the hardest.
Tara Adhikariread →
AGENTIC5 minApr 14

What we don't ask agents to do

A short list of the architectural and product decisions we still won't delegate. And the principle behind the line.
Bibek Pandeyread →
PRACTICE6 minApr 06

Outcome pricing: numbers that ship

Why we don't sell hours, how we scope outcome contracts, and what we tell clients who insist on per-hour pricing anyway.
Founder's Officeread →
APPLIED AI10 minMar 28

Evals as tests: bringing CI/CD discipline to AI features

If you wouldn't ship code without tests, you shouldn't ship a model without evals. A practical pipeline.
Anjali Maharjanread →
OPERATIONS4 minMar 19

Quiet alerts: noise-free incident response

A page that pages too often pages no one. Our rules for what counts as an alert and what doesn't.
Prabin Shrestharead →
PRACTICE12 minMar 10

Pushing back: the part of the job we charge nothing for

Why we tell clients when the feature is wrong, before we write a line of code. With three real examples from the last year.
Founder's Officeread →
Field notes

One letter a month, from the practice.

Long-form essays on agentic engineering, applied AI, and the operating model of modern software. No marketing. No more than once a month.