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Practical SaaS, Django, AI and Product Engineering Insights

Detailed guides, case studies and technical decision frameworks for founders, product teams and businesses planning custom software.

How Much Does It Cost to Build a Custom Web App in 2026?
FEATURED
PRODUCT PLANNING

How Much Does It Cost to Build a Custom Web App in 2026?

A transparent, no-fluff breakdown of what a custom web app really costs in 2026 — realistic price ranges by project type, the hidden fees developers rarely mention, and how to get a quote you can trust.

Sharan SifatSharan SifatMar 9, 202615 min read6
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Articles

Ornith 1.5 Beats Claude Opus 4.8? The Real Numbers
AI APPLICATIONS

Ornith 1.5 Beats Claude Opus 4.8? The Real Numbers

Ornith 1.5 proposes its own training tasks, ships under MIT, and is being reported everywhere as beating Claude Opus 4.8. Its own benchmark table says something more careful, and the 800GB footnote matters more than the scores.

Sharan SifatSharan Sifat·Aug 21, 2026
13 min41
14 MB On-Device LLM: What Cactus Needle 2 Changes
AI APPLICATIONS

14 MB On-Device LLM: What Cactus Needle 2 Changes

Cactus released a 45M-parameter agentic model that ships as a 14MB binary and runs on a Raspberry Pi at 500 tokens a second. Here is what it genuinely does, where early testers broke it, and the production pattern that makes it useful.

Sharan SifatSharan Sifat·Aug 21, 2026
14 min19
100 Small Business Ideas to Start in 2027
PRODUCT PLANNING

100 Small Business Ideas to Start in 2027

100 business ideas for 2027, grouped into ten clusters grounded in BLS growth projections and sorted into four tiers by software intensity — so you know which need a booking form and which are software companies in disguise.

Sharan SifatSharan Sifat·Aug 12, 2026
15 min9
Grow Your Small Business Online: 20 Tips That Work
PRODUCT PLANNING

Grow Your Small Business Online: 20 Tips That Work

Most growth advice is a flat list of tactics with no order to it. These 20 tips are sequenced by dependency — what has to be true before the next thing works — from an agency that builds the systems underneath.

Sharan SifatSharan Sifat·Aug 12, 2026
14 min10
Real-Time AI Agents: The Architecture Behind Google AMIE
AI APPLICATIONS

Real-Time AI Agents: The Architecture Behind Google AMIE

Google's AMIE (Video) matched board-certified physicians across 100 clinical scenarios. The transferable lesson isn't medical — it's the asynchronous three-agent split that lets a real-time AI agent talk fast while it reasons slowly.

Sharan SifatSharan Sifat·Aug 12, 2026
18 min13
Business Automation Trends 2026: 10 Shifts That Matter
API AND AUTOMATION

Business Automation Trends 2026: 10 Shifts That Matter

Agentic AI tops every 2026 trend list, but only a fraction of companies have scaled it. Here are the ten business automation trends that will affect real budgets — and an honest method for choosing the first workflow worth automating.

Sharan SifatSharan Sifat·Aug 10, 2026
13 min9