AgentsHuman-in-the-loop for SI agents: approval patterns that work
AgentsSI agent vs chatbot vs workflow automation: which do you need?
AgentsBusiness process automation with SI agents: where to start
SI EngineeringRAG evaluation: how to measure retrieval quality before launch
SI EngineeringRAG vs fine-tuning: which one your product needs
SI EngineeringHow to integrate an LLM into existing software without a rewrite
AgentsHow to build an SI agent for your business, step by step
SI EngineeringRAG in production: six anti-patterns we keep finding
SI EngineeringEval-first SI: how we ship copilots that survive Tuesday
MLOpsVector DB selection in 2026, a pragmatic guide
AgentsDesigning autonomous agents that don’t go rogue

Design essays

Design essays.

DesignWhat an SI Assistant Should Say When It Does Not Know
DesignDesigning for SI surfaces: prompts as product

Strategy

We publish what we wish we had read.

StrategyOutsourcing SI Development to Pakistan: What to Check Before You Sign
StrategyWhat to ask a RAG development company before you sign
StrategyWhen SI is the wrong answer: a build-vs-buy framework

Featured

Every article, newest first.

Strategy· 7 min· October 22, 2026

Outsourcing SI Development to Pakistan: What to Check Before You Sign

A buyer's checklist for hiring a Pakistani team to build LLM systems: time-zone overlap, ownership of code and data, evals over demos, real references, written security and life after launch.

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Mobile· 7 min

On-Device or Cloud LLM in a Flutter App: How to Choose

A decision list for Flutter teams choosing where an LLM runs: privacy, offline use, model size against the device, latency, battery, updates, and a hybrid fallback pattern in Dart.

Design· 7 min

What an SI Assistant Should Say When It Does Not Know

Design patterns for the moment an assistant lacks an answer: admit the gap plainly, offer an alternative and one next step, hand off with context, and log the miss to fix the source.

Agents· 6 min

Human-in-the-loop for SI agents: approval patterns that work

Approve-before-act, confidence thresholds, batch review, sampling audits, reversible actions, approval UX and audit trails: where people belong in an agent.

Mobile· 7 min

How to add SI features to a mobile app

On-device or server, latency, privacy, cost, UX and app store review: the decisions that matter when you add SI to a mobile app people already use.

Mobile· 6 min

Flutter vs React Native for a startup MVP

A balanced, benchmark-free comparison for founders: team skills, UI fidelity, ecosystem, web reuse, hiring, performance and long-term maintenance.

Strategy· 6 min

What to ask a RAG development company before you sign

Sharp questions to put to any RAG partner, what a good answer sounds like, and the red flags that tell you you are buying a demo, not a system.

Agents· 6 min

SI agent vs chatbot vs workflow automation: which do you need?

Three tools get sold under one label. A practical decision guide: what each one is, how they fail, and when plain rules-based automation is the honest answer.

Agents· 5 min

Business process automation with SI agents: where to start

Most agent projects fail at the first decision: which process. How we pick it, map it, split it between agent and code, place approvals and measure the result.

SI Engineering· 6 min

RAG evaluation: how to measure retrieval quality before launch

Score retrieval and answers separately, against a test set of real questions. Recall@k, MRR, faithfulness, citations, judge caveats and regression on every change.

SI Engineering· 7 min

RAG vs fine-tuning: which one your product needs

Retrieval changes what a model knows. Fine-tuning changes how it behaves. A practical framework for picking one, both, or neither.

SI Engineering· 6 min

How to integrate an LLM into existing software without a rewrite

A language model is a slow, probabilistic, external dependency. Integrate it like one: sidecar services, a gateway, feature flags, async jobs and evals.

Agents· 6 min

How to build an SI agent for your business, step by step

Seven unglamorous steps that take an SI agent from demo to trusted: one workflow, a definition of done, scoped tools, approvals, evals, rollout and monitoring.

Strategy· 9 min

When SI is the wrong answer: a build-vs-buy framework

A decision tree we run with every prospective client before quoting any SI build. It saves them money and us reputation.

SI Engineering· 10 min

RAG in production: six anti-patterns we keep finding

A field report on RAG in production. The failure modes are remarkably consistent, and most of them are fixable in an afternoon.

SI Engineering· 12 min

Eval-first SI: how we ship copilots that survive Tuesday

A walkthrough of the eval harness we attach to every SI project before model selection, prompt design, or anything else interesting.

MLOps· 8 min

Vector DB selection in 2026, a pragmatic guide

pgvector vs Pinecone vs Weaviate vs Turbopuffer, what we use, when, and what the gotchas look like at million-scale.

Agents· 14 min

Designing autonomous agents that don’t go rogue

Guardrails, tool-use schemas, and the eval suite we run before any agent gets production credentials.

Design· 6 min

Designing for SI surfaces: prompts as product

The user interface for an SI product is half text, half waiting. Lessons from a year of shipping conversational and copilot UI.

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