Blog
Software delivery insights.
Long-form articles on agent-led delivery, modernization, data, QA, and Salesforce from the Intronsoft team. Filter by service or industry to find what matches your roadmap.
Ahamed Umar Baruk
Salesforce AI is production only when it handles real data latency, hygiene, permissions, review gates, and revenue-impacting actions safely.
Read articleAhamed Umar Baruk
Agentforce automation inherits the org underneath it. If Flows, fields, and permissions are unmanaged, AI makes the sprawl faster and harder to audit.
Read articleMahesh Kanna
Requirements-to-test automation fails when it paraphrases stories into cases instead of mapping risk, state, data, and integration behavior.
Read articleMahesh Kanna
Predictable release cadence is built by deciding what misses the train early. Hero deploys are usually defer discipline failures.
Read articleMahesh Kanna
Horizontal foundation work can look mature while no workflow reaches production. A vertical slice proves architecture under real constraints.
Read articleBala Velayutham
A POC without exit criteria becomes a permanent pilot: interesting enough to demo, too fragile to fund, and never safe enough to operate.
Read articleAhamed Umar Baruk
Salesforce wins on workflows but loses when it becomes the only source of customer truth. Integration architecture should come first, not after go-live.
Read articleMahesh Kanna
AI can draft test cases quickly from vague stories and still miss the failures that matter. Durable QA automation starts with test design linked to requirements and risk.
Read articleValli Nayagam
Ticket queues for dashboards do not scale. Durable analytics needs data products with owners, SLAs, and contracts, not one-off reports.
Read articleMahesh Kanna
Microservices are a tradeoff, not a maturity badge. Small teams with unclear domains often ship faster and safer in a modular monolith until boundaries are real.
Read articleMahesh Kanna
Failure starts with requirements debt, unclear ownership, and architecture decisions deferred until sprint one. Ready to build means more than a kickoff meeting.
Read articleBala Velayutham
A chat UI with tool access is not a production agent. Teams ship demos without workflows, guardrails, permissions, memory boundaries, or rollback. Here is the system design layer leaders should demand first.
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