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Home Blog #engineering

#engineering

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#workflow automation #workflow-automation #process improvement #ai-agents #business process management #workflow management #software-comparison #migration
  • Jul 2, 2026 · Amit Kothari · Engineering

    Our BIMI certificate went from $999 to $1,608 in three years

    Red Sift charged us $999 for a verified mark certificate in 2022, $1,299 in 2024, and $1,608 in 2025, a 61 percent climb for the same product. In June 2026 we asked for a price match, set a Friday deadline, got a refusal, and signed a 3-year deal elsewhere at $850 per year. The counter arrived eight days too late.

    engineeringbimi-verified-markvmc-renewal-pricingvendor-switching
  • Jul 2, 2026 · Amit Kothari · Engineering

    We audited SPF, DKIM and DMARC on 11 domains we own

    Replacing our BIMI certificate in June 2026 pushed us to sweep DNS on all 11 zones we own. One domain had two conflicting DMARC records, another had zero protection, and a third still streamed forensic reports to a vendor we cancelled on 2026-06-15. Every fix landed the same day.

    engineeringemail-authenticationdmarc-enforcementparked-domain-security
  • Jul 2, 2026 · Amit Kothari · Engineering

    Is BIMI worth it? What $3,906 over three years bought us

    We paid Red Sift $3,906 across three annual terms for BIMI, starting at $999 in 2022 and ending at $1,608 in 2025. The money bought a Gmail checkmark and one directional open rate observation, while the real win turned out to be forced DMARC discipline. Here is what we would pay for again, and at what price.

    engineeringbimi-roiemail-open-ratesdmarc-enforcement
  • Jul 2, 2026 · Amit Kothari · Engineering

    How BIMI actually works: one TXT record, one SVG, one certificate

    Every BIMI logo you see in Gmail resolves from a single DNS TXT record pointing at an SVG file and an X.509 certificate. We run the whole stack in production for tallyfy.com. This teardown walks the exact lookup mailbox providers perform, dissects our live DigiCert certificate down to OID level, and explains why our 771-byte logo took three attempts.

    engineeringbrand-indicatorssvg-tiny-psverified-mark-certificate
  • Jul 2, 2026 · Amit Kothari · Engineering

    What a verified mark certificate actually costs in 2026

    We ran five real VMC quote processes in May and June 2026 and kept every number. The quotes we extracted spread from $780 to $1,305 per year for the same one-year certificate. Here is what GlobalSign and two resellers quoted us, how SSL.com never produced a number, and the emails that cut our price to $850.

    engineeringvmc-certificate-costverified-mark-certificatebimi-checkmark
  • Jun 28, 2026 · Amit Kothari · Engineering

    Who let the agent in, what can it touch, and whose name is on it: the three auth questions for enterprise MCP

    Enterprise-managed authorization (EMA) for MCP went stable on June 18, 2026, and got called the missing auth layer for AI agents. It answers one question well: who let the agent in. Two more stay open, what the agent can touch and whose name is on it. Here is why all three matter.

    engineeringmcpenterprise-authorizationai-agentscredentials
  • Launching a process with no template - when structure gets in the way
    Jan 6, 2026 · Amit Kothari · Engineering

    Launching a process with no template - when structure gets in the way

    Sometimes you need to bundle tasks together without the overhead of creating a template first. Tallyfy built ad-hoc processes using a single API parameter flag to handle exactly this scenario for operations teams.

    engineeringworkflow-without-templatebundle-tasks-workflowad-hoc-task-grouping
  • Advanced task settings - the hidden power users discover
    Jan 6, 2026 · Amit Kothari · Engineering

    Advanced task settings - the hidden power users discover

    Most Tallyfy users never open the Advanced tab. Settings like guest assignment, skip rules, and completion windows evolved from a 2016 proposal by Pravina into features that deeply change how work flows through an organization.

    engineeringworkflow-task-settingshidden-power-user-featuresadvanced-step-configuration
  • AI-driven process creation - when GPT meets workflow design
    Jan 6, 2026 · Amit Kothari · Engineering

    AI-driven process creation - when GPT meets workflow design

    The internal story of building AI template generation at Tallyfy. AI creates steps but misses 50 to 70 percent of template value. Real GitHub issues, real performance data, and why human oversight is non-negotiable.

    engineeringai-workflow-generationprocess-automation-aitemplate-builder
  • Adding steps to a process using AI - and where it fails
    Jan 6, 2026 · Amit Kothari · Engineering

    Adding steps to a process using AI - and where it fails

    AI can generate workflow steps, but Tallyfy engineering found it misses 50-70% of what makes a process useful. Form fields, automations, and context-specific logic still need human design.

    engineeringai-workflow-generationai-step-creation-limitsworkflow-ai-failures
  • Designing API endpoints and headers to prevent abuse
    Jan 6, 2026 · Amit Kothari · Engineering

    Designing API endpoints and headers to prevent abuse

    After an attacker sent 10,000+ phishing emails through our system, we rebuilt how we think about API security. The patterns we learned: database-based rate limiting, tenant validation on every request, and why Redis alone is not enough.

    engineeringapi-endpoint-abuse-preventionrate-limiting-designmulti-tenant-security
  • Assignment rules that adapt to form answers
    Jan 6, 2026 · Amit Kothari · Engineering

    Assignment rules that adapt to form answers

    How Tallyfy built dynamic task assignment rules based on form field values from 2017 through 2019. The Nashville problem, the guest email question, and why Assign and Assign Only became two different operations.

    engineeringdynamic-task-assignmentauto-assign-based-on-form-inputconditional-assignment
  • Audit trails that actually get used for compliance
    Jan 6, 2026 · Amit Kothari · Engineering

    Audit trails that actually get used for compliance

    Every workflow tool claims audit trails. Tallyfy built compliance-grade audit logging after real SOC 2 and ISO 27001 security assessments revealed what auditors actually check. One law firm doubled case capacity per attorney with proper audit trails. The gap between activity history and compliance-grade audit trails is wider than most teams expect.

    engineeringworkflow-audit-trailcompliance-logging-designactivity-history-tracking
  • Automated translation using Azure - scaling to 6 languages
    Jan 6, 2026 · Amit Kothari · Engineering

    Automated translation using Azure - scaling to 6 languages

    When a large enterprise needed to translate English playbooks to save millions in translation costs, we built Azure Cognitive Services integration covering 838 translation keys across 7 languages. Here is what we learned.

    engineeringazure-translation-integrationmulti-language-workflowlocalization-saas-product
  • Why BPMN looked good but did not work for us
    Jan 6, 2026 · Amit Kothari · Engineering

    Why BPMN looked good but did not work for us

    Tallyfy rejected BPMN notation in April 2017 after internal debates showed flowcharts fail on mobile devices. The if-this-then-that rule system replaced traditional process notation, and the unreleased Flowtable concept shaped how the product handles process data density.

    engineeringbpmn-alternativeif-then-workflow-rulesprocess-visualization
  • Button clicks that feel satisfying
    Jan 6, 2026 · Amit Kothari · Engineering

    Button clicks that feel satisfying

    Why the moment between clicking a button and seeing a result matters more than most teams realize. The Material Design team led by Matias Duarte at Google showed that feedback within 100ms is critical. Pre-click hover effects and post-click feedback shape whether software feels alive or dead.

    engineeringworkflow-button-designsatisfying-click-feedbackpre-click-hover-effects
  • Conditional visibility that does not break your workflow
    Jan 6, 2026 · Amit Kothari · Engineering

    Conditional visibility that does not break your workflow

    The internal design debates at Tallyfy on conditional visibility for workflow steps since 2016. Why step-level rules beat process-level rules, and how to visualize conditionals without becoming a flowchart tool.

    engineeringconditional-step-visibilityhide-show-workflow-stepsdynamic-workflow-paths
  • The single Create button that changed everything
    Jan 6, 2026 · Amit Kothari · Engineering

    The single Create button that changed everything

    In October 2017, Tallyfy designer Thomas sketched a three-option Create button on a whiteboard. Why a single prominent action beats scattered options, and how color and hierarchy drive user behavior.

    engineeringworkflow-creation-UXprominent-create-actionsingle-create-button
  • CSS-driven branding without breaking the product
    Jan 6, 2026 · Amit Kothari · Engineering

    CSS-driven branding without breaking the product

    Tallyfy used TinyColor brightness detection to build CSS-driven branding that lets organizations customize logos and colors on guest-facing workflows without creating unreadable text or broken interfaces.

    engineeringworkflow-branding-customizationcss-white-label-productbrand-customization-saas
  • Deadline rules that calculate from user input
    Jan 6, 2026 · Amit Kothari · Engineering

    Deadline rules that calculate from user input

    How Tallyfy built deadline rules that calculate task due dates from form field values. A customer on a 100% discount forced this feature, resulting in four distinct rule types and months of timezone debugging.

    engineeringcalculated-deadlines-workflowdeadline-based-on-form-fielddynamic-due-dates
  • Edit a template without breaking running processes
    Jan 6, 2026 · Amit Kothari · Engineering

    Edit a template without breaking running processes

    When you change a workflow template, what happens to the 47 processes already running? Most tools force you to choose: freeze your template or risk breaking active work. Tallyfy built a dual-version system where draft edits never touch the published version that running processes depend on.

    engineeringworkflow-draft-modetemplate-versioningedit-workflow-without-breaking
  • Why we obsess over empty states
    Jan 6, 2026 · Amit Kothari · Engineering

    Why we obsess over empty states

    What users see when there is nothing to see reveals product philosophy. At Tallyfy, reducing 47 features to three initial choices taught us that empty states are the highest-stakes design moment in any workflow tool.

    engineeringworkflow-empty-statezero-state-designfirst-time-user-workflow
  • When disabled members need force reassignment
    Jan 6, 2026 · Amit Kothari · Engineering

    When disabled members need force reassignment

    What happens to Tallyfy task assignments when someone leaves? Force reassignment transfers all active tasks to the admin who disabled the member. Completed tasks keep the original owner for audit trail purposes.

    engineeringdisabled-user-workflowreassign-tasks-when-user-leavesautomatic-reassignment
  • Form field validation that catches errors before submit
    Jan 6, 2026 · Amit Kothari · Engineering

    Form field validation that catches errors before submit

    Building real-time validation at Tallyfy that tells users what is wrong before they hit save. The internal debates on extensibility, custom rules, and why an infinite set of validations forced us to think differently.

    engineeringform-field-validationreal-time-input-validationdata-validation-extensions
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