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1046 posts · Page 57 of 88. ← Blog

Pratik Dhanave · ·8 min read

Brand and Positioning

Engineers often dismiss "brand" as logos, colors, and marketing fluff — the least substantive thing a company does. But brand is actually one of the most consequential and durable assets a company builds: it's the reputation and trust that make everything else in marketing work, that let people choose you without re-evaluating from scratch, and that competitors can't easily copy. A great product with no brand is a well-kept secret; a strong brand is what turns a product into a default choice.

Engineers often dismiss 'brand' as logos and fluff. But brand is one of the most consequential and durable assets a company builds: the reputation and trust that make everything else in marketing work, that competitors can't easily copy. A great product with no brand is a well-kept secret.

Pratik Dhanave · ·13 min read

Maps

How Go's built-in hash table really behaves — reference semantics, the nil-write panic, comma-ok, randomized iteration, why `&m[k]` is illegal, and the presizing and concurrency rules that separate correct map code from the code that bites you at 2 a.m.

How Go's built-in hash table really behaves — reference semantics, the nil-write panic, comma-ok, randomized iteration, why `&m[k]` is illegal, and the presizing and concurrency rules that separate correct...

Pratik Dhanave · ·6 min read

Three-Way Reconciliation That Closes the Long Tail

Building a matching engine across the internal ledger, the processor report, and the bank statement — with tolerances, break classification, aging, and auto-resolution rules for the items nobody wants to touch.

Teaches how to build a three-way reconciliation engine (internal ledger vs processor vs bank statement): matching keys and tolerances, break classification, aging, and auto-resolution rules for the long tail.

Pratik Dhanave · ·6 min read

Interbank mTLS and Message Signing

Securing bank-to-bank and scheme connectivity with mutual TLS, detached JWS signatures for non-repudiation, and replay protection built from nonces and timestamps.

Teaches how to secure bank-to-bank and scheme connectivity: mutual TLS with certificate pinning/rotation, detached JWS/XML message signing for non-repudiation, and replay protection with nonces and timestamps.

Pratik Dhanave · ·5 min read

Context in ADK: The Objects Passed Into Your Tools and Callbacks

ReadonlyContext, CallbackContext, ToolContext, InvocationContext — and why the read-only vs mutable distinction is a feature, not a limitation.

The context objects ADK passes into tools and callbacks — InvocationContext, ToolContext, CallbackContext, ReadonlyContext — what each exposes and why the read-only vs mutable split matters.

Pratik Dhanave · ·3 min read

Hosting and the Capstone App — Microsoft Agent Framework in Python

Turning agents into a service you can run and expose, then a full DocQA app that ties the whole series together.

Host Microsoft Agent Framework agents with DevUI, A2A, MCP, and AG-UI, then build DocQA — a grounded, cited multi-agent app that ties the whole Python series together.

Pratik Dhanave · ·7 min read

What Marketing Actually Is

Engineers tend to hold marketing in quiet contempt — associating it with spam, hype, manipulation, and the dishonest inflation of mediocre products. That contempt is understandable and mostly aimed at bad marketing, which is real and everywhere. But it causes a costly blind spot: dismissing marketing as a discipline means your genuinely good work goes undiscovered, out-competed by worse products that were merely better explained. Marketing, done well, isn't manipulation — it's the honest work of helping the right people understand and find something valuable.

Engineers tend to hold marketing in quiet contempt — associating it with spam, hype, and manipulation. That contempt is aimed at *bad* marketing, and it causes a costly blind spot: your genuinely good work goes undiscovered, out-competed by worse products that were merely better explained. Marketing, done well, is the honest work of helping the right people find something valuable.

Pratik Dhanave · ·12 min read

Arrays and Slices

Why an array is a value and a slice is a view — the three-word header, how `append` really grows, the aliasing trap that silently corrupts data, and the small habits (three-index slices, `copy`, pre-sizing) that keep it from biting you.

Why an array is a value and a slice is a view — the three-word header, how `append` really grows, the aliasing trap that silently corrupts data, and the small habits (three-index slices, `copy`, pre-sizing)...