Founder and CEO at Edilec · Bengaluru, India · he/him
Full stack developer building software from architecture through to what happens after launch.
Full stack developer and founder building software at Edilec, from architecture through to what happens after launch.
- Running Edilec since 2023 taught me the parts that never show up in a demo: production ownership, incident response, cost tradeoffs, and shipping a second version once real usage shows what the first one got wrong.
- I stay hands on across most of the stack, which makes me a versatile generalist rather than a single stack specialist.
- Off the keyboard: certified Scuba Divemaster, paraglider and snowboarder. Staying calm under pressure turns out to port fairly directly to production incidents.
- Open to conversations about full stack and cloud engineering roles, technical co-founder fits, or comparing notes with anyone building in AI, identity or infrastructure.
I contribute to the canonical Edilec repositories below. The projects live under the Edilec account, and this directory keeps the work and repository links together in one place.
SEO & Search · 11 tools
- Sitemap Cohort Auditor · Audit sitemap declarations and compare URL cohorts between releases without crawling every listed page. (releases)
- Canonical URL Consistency Checker · Compare canonical declarations across route files, rendered HTML and XML input. (releases)
- Robots Policy Auditor · Check robots directives and rule precedence before a crawler receives a route. (releases)
- XML Sitemap Validator · Validate sitemap indexes, URLs, namespaces, dates and declared host ownership. (releases)
- Hreflang Cluster Auditor · Check locale alternates for complete reciprocal clusters and fallback gaps. (releases)
- Redirect Chain Mapper · Map redirect chains and loops from an exported request trace. (releases)
- Internal Link Orphan Finder · Find pages with no useful internal path from a selected entry set. (releases)
- Structured Data Diff Checker · Compare JSON-LD graphs between releases and report changed entities. (releases)
- Meta Snippet Linter · Lint title and description length, duplication and route coverage. (releases)
- Open Graph Preview Validator · Validate Open Graph and X card fields against the page identity. (releases)
- llms.txt Auditor · Check llms.txt files, links and crawler-facing guidance for consistent scope. (releases)
Web & UX · 11 tools
- inline-json-for-html · Serialize JSON safely for the text content of HTML script elements; it is not a general HTML sanitizer. (releases)
- Responsive Route Snapshotter · Capture deterministic route screenshots at chosen viewport and device profiles. (releases)
- Web Share Preview Checker · Check share metadata and preview dimensions for links passed between platforms. (releases)
- PWA Manifest Auditor · Validate manifest fields, icons, display modes and offline shell expectations. (releases)
- Client-Only Rendering Detector · Detect routes that depend on client-only rendering for essential content. (releases)
- Form Flow Replay · Replay keyboard and pointer form flows against saved HTML fixtures. (releases)
- Browser Support Budget · Compare browser support claims with APIs used by the shipped bundle. (releases)
- URL State Contract Checker · Check query and hash state against a declared route contract. (releases)
- Frontend Error Payload Scrubber · Remove sensitive values from browser error payloads before telemetry export. (releases)
- Cookie Consent Config Checker · Validate consent categories, defaults and script loading boundaries. (releases)
- Web Performance Budget Gate · Fail builds when route-level performance budgets exceed declared limits. (releases)
Accessibility · 11 tools
- SVG Semantic Layout Auditor · Check SVG accessibility, reference safety, dimensions and text-layout conditions in a static review step. (releases)
- ARIA Name Explainer · Explain accessible names and identify the missing label source for each control. (releases)
- Focus Order Recorder · Record focus order and compare it with the intended task sequence. (releases)
- Keyboard Path Checker · Exercise common keyboard paths and report blocked or skipped interactions. (releases)
- Color Contrast Token Auditor · Check contrast tokens for text, controls, borders and non-text indicators. (releases)
- Motion Reduction Auditor · Find animations without a reduced-motion path or an explicit static fallback. (releases)
- Touch Target Auditor · Measure interactive targets across route screenshots and component fixtures. (releases)
- Screen Reader Landmark Map · Map landmarks and heading hierarchy to reveal navigation gaps. (releases)
- Accessible Form Error Checker · Check form error text, associations, focus movement and recovery behavior. (releases)
- SVG Title Coverage Checker · Check title and description coverage for meaningful SVGs in rendered markup. (releases)
- Live Region Event Auditor · Audit live-region announcements for duplicates, missing updates and urgency. (releases)
Content & Publishing · 11 tools
- Content Identity Auditor · Check content identity collisions, canonical ownership and publication cadence with deterministic reports. (releases)
- Content Brief Schema · Validate structured content briefs before an article or landing page enters production. (releases)
- Editorial Status Machine · Model draft, review, scheduled, published and retired content transitions. (releases)
- Content Decay Detector · Find pages whose traffic, links or freshness signals suggest content decay. (releases)
- Keyword Cannibalization Map · Map overlapping search intent and surface likely keyword cannibalization. (releases)
- Anchor Text Balance Auditor · Review internal anchor text distribution for clarity and natural coverage. (releases)
- Locale Fallback Auditor · Check locale fallbacks and translated fields before a page is published. (releases)
- Publication Diff Bundler · Create a reviewable bundle of text, links and metadata changed in a release. (releases)
- Social Card Metadata Checker · Check social title, image, alt text and description alignment with article identity. (releases)
- Article FAQ Consistency Checker · Compare article FAQ answers with the claims and scope of the article. (releases)
- Content Change Ledger · Record why a content field changed and connect it to a release or owner. (releases)
Design Systems · 10 tools
- Design Token Drift Auditor · Find hardcoded colors, spacing and type values that bypass declared tokens. (releases)
- Component State Matrix · Track required component states across design, stories and implementation. (releases)
- UI Density Linter · Check component spacing, density and content length against a chosen rhythm. (releases)
- Design Handoff Packager · Bundle component anatomy, states, tokens and usage notes for handoff. (releases)
- Screenshot Annotation Normalizer · Normalize review screenshots with route, viewport and state metadata. (releases)
- Typography Scale Checker · Check heading and text styles against an explicit type scale. (releases)
- Component Prop Contract · Compare component inputs and events with the public API contract. (releases)
- Theme Contrast Palette · Check light, dark and high-contrast theme values for semantic consistency. (releases)
- Layout Grid Measurement · Measure layout columns, gutters and responsive constraints from rendered pages. (releases)
- Icon Set Consistency Checker · Find icon naming, size and stroke differences inside a shared icon set. (releases)
Automation & Workflows · 10 tools
- Workflow Step Contract Validator · Validate workflow inputs and outputs against versioned step contracts. (releases)
- Webhook Replay Harness · Replay captured webhooks through a local handler with deterministic fixtures. (releases)
- Webhook Signature Verifier · Check signing, timestamp windows and replay protection for webhook receivers. (releases)
- Idempotency Key Auditor · Find operations that can run twice without a safe idempotency boundary. (releases)
- Approval Path Visualizer · Render approvals as a path showing owners, conditions and exception exits. (releases)
- Cron Collision Checker · Detect overlapping schedules, timezone ambiguity and missed maintenance windows. (releases)
- Event Schema Registry Linter · Lint event names, payload versions and compatibility rules in a small registry. (releases)
- CSV JSON Import Profiler · Profile CSV and JSON imports for shape drift, nulls, encoding and row limits. (releases)
- Human Review Queue Auditor · Find review queues without ownership, aging rules or completion evidence. (releases)
- Workflow Dry Run Planner · Plan a safe dry run with sample inputs, side effect boundaries and expected output. (releases)
API & Integration · 10 tools
- API Contract Fixture Runner · Run endpoint fixtures against request, response and error contracts. (releases)
- API Pagination Tester · Exercise pagination links, cursors, limits and duplicate boundary behavior. (releases)
- API Deprecation Scanner · Find deprecated endpoints and consumers before a version is removed. (releases)
- OAuth Scope Matrix · Map OAuth scopes to operations and identify permissions broader than needed. (releases)
- Connector Capability Matrix · Compare connector capabilities, limits and authentication requirements in one map. (releases)
- Webhook Payload Normalizer · Normalize webhook payload variants into a documented internal event shape. (releases)
- Integration Reconciliation Report · Compare source and destination records and produce a reconciliation queue. (releases)
- OpenAPI Example Validator · Check OpenAPI examples against declared schemas and required fields. (releases)
- Rate Limit Header Inspector · Inspect rate-limit headers and model retry timing from captured responses. (releases)
- Third-Party Outage Replay · Replay dependency failures to verify timeout, fallback and operator paths. (releases)
Cloud & Platform · 10 tools
- Cloud Resource Naming Auditor · Check cloud resource names against environment, owner and lifecycle rules. (releases)
- IAM Least Privilege Diff · Compare identity policies and surface privilege changes in human-readable form. (releases)
- Environment Variable Contract Checker · Validate required environment variables, defaults and secret boundaries. (releases)
- Infrastructure Drift Snapshotter · Capture infrastructure state and compare drift between approved snapshots. (releases)
- Terraform Provider Schema Guard · Detect provider schema changes that can alter infrastructure plans. (releases)
- Kubernetes Manifest Policy Linter · Lint Kubernetes manifests for policy, ownership, resource and rollout gaps. (releases)
- Container Image Provenance Checker · Verify image digests, provenance attestations and build source metadata. (releases)
- Object Storage Lifecycle Auditor · Check bucket lifecycle rules against retention and deletion requirements. (releases)
- Cloud Cost Tag Checker · Find cloud resources missing cost center, owner or environment tags. (releases)
- Failover Readiness Probe · Probe recovery dependencies and record whether failover paths are usable. (releases)
DevOps & Release · 10 tools
- CI Flake Classifier · Classify recurring CI failures by signal, owner and suspected flake pattern. (releases)
- Artifact Manifest Generator · Create a deterministic manifest of files, hashes, versions and provenance. (releases)
- Release Notes Diff · Compare release notes with commits, issues and user-visible change categories. (releases)
- Semantic Version Planner · Suggest semantic version impact from public API and behavior changes. (releases)
- Changelog Fragment Checker · Check changelog fragments for required scope, links and release ownership. (releases)
- Deployment Health Gate · Gate deployment on health signals with a readable reason for each decision. (releases)
- Blue Green Comparator · Compare blue-green environments for configuration, version and schema parity. (releases)
- Feature Flag Expiry Auditor · Find feature flags past their planned removal date and owner. (releases)
- Secret Scan Baseline Manager · Maintain an approved secret-scan baseline without hiding new findings. (releases)
- Dependency Update Risk Map · Rank dependency updates by change surface, exposure and rollback cost. (releases)
Security & Privacy · 10 tools
- HTTP Security Header Auditor · Check security headers against a declared policy and route exceptions. (releases)
- TLS Certificate Inventory · Inventory certificate names, expirations, issuers and renewal evidence. (releases)
- OIDC Configuration Checker · Validate OIDC metadata, issuer alignment, redirect rules and key rotation. (releases)
- Access Log PII Redactor · Remove personal and sensitive values from exported access logs. (releases)
- Audit Trail Integrity Checker · Verify audit event ordering, required fields and tamper-evident chain links. (releases)
- Data Retention Policy Linter · Check retention rules for data classes, environments and deletion jobs. (releases)
- License Obligation Scanner · Map dependency licenses to obligations, notices and distribution boundaries. (releases)
- Threat Model Change Tracker · Show how code, configuration and infrastructure changes alter threat assumptions. (releases)
- Secure File Upload Fixture · Exercise file upload limits, type checks, storage paths and rejection behavior. (releases)
- CSRF Fixture Tester · Run CSRF fixtures against state-changing routes and token handling. (releases)
IoT & Edge · 10 tools
- MQTT Topic Contract Validator · Validate MQTT topics, QoS choices, retained messages and payload versions. (releases)
- Device Identity Rotation Planner · Plan device credential rotation cohorts with outage and recovery boundaries. (releases)
- Telemetry Schema Checker · Check telemetry fields, units, timestamps and backward-compatible versions. (releases)
- Offline Queue Simulator · Simulate offline writes, queue limits and replay after reconnection. (releases)
- Sensor Unit Normalizer · Convert sensor units with explicit precision, range and invalid-value rules. (releases)
- Device Shadow Drift Detector · Compare device shadow state with reported state and desired state. (releases)
- Firmware Manifest Validator · Check firmware manifests for version, target, digest and rollback metadata. (releases)
- OTA Cohort Planner · Plan staged OTA cohorts with pause, retry and recovery conditions. (releases)
- Gateway Connectivity Probe · Probe gateway connectivity across transport, authentication and clock states. (releases)
- Time Series Gap Detector · Find missing or late windows in time-series telemetry exports. (releases)
Data & Analytics · 10 tools
- Dataset Schema Diff · Compare dataset schemas while preserving compatible and breaking change detail. (releases)
- PII Discovery Report · Profile datasets for likely personal data fields and evidence locations. (releases)
- Data Quality Rule Runner · Run declarative quality rules with row samples and actionable failures. (releases)
- ETL Run Manifest · Record source files, transforms, versions and outputs for each ETL run. (releases)
- SQL Migration Safety Checker · Check SQL migrations for lock risk, reversibility and application ordering. (releases)
- Warehouse Freshness Auditor · Find stale warehouse tables and trace freshness back to the last run. (releases)
- Metric Definition Registry · Keep metric definitions, owners, filters and calculation versions together. (releases)
- Dashboard Source Map · Map dashboard tiles to source queries, models and freshness evidence. (releases)
- CSV Anomaly Profiler · Profile CSV data for outliers, missingness and unexpected category values. (releases)
- Data Lineage Snapshotter · Capture table and field lineage from a versioned transformation manifest. (releases)
AI & LLM · 10 tools
- LLM Evaluation Harness · Evaluate language model behavior with representative tasks and explicit pass rules. (releases)
- RAG Citation Coverage Auditor · Measure whether generated answers cite approved retrieval sources completely. (releases)
- Embedding Metadata Auditor · Check embedding records for source identity, model version and expiry metadata. (releases)
- Model Response Redactor · Remove secrets and personal data from model inputs and outputs in saved traces. (releases)
- Retrieval Chunk Auditor · Find chunks that are too large, duplicated, stale or missing provenance. (releases)
- Citation Grounding Benchmark · Benchmark answer claims against evidence and classify unsupported statements. (releases)
- LLM Cost Ledger · Record model usage, token counts, prices and workflow cost per outcome. (releases)
- Model Fallback Simulator · Exercise fallback models for quality, latency, cost and error behavior. (releases)
- AI Output JSON Schema Checker · Validate structured model output against JSON Schema and repair boundaries. (releases)
- Evaluation Dataset Sampler · Sample evaluation cases by risk, coverage and recent failure history. (releases)
Prompt & Agent Workflows · 20 tools
- Prompt Contract Linter · Check prompts for objective, context, constraints, output and verification fields. (releases)
- Prompt Version Diff · Show prompt changes as readable diffs with affected tests and variables. (releases)
- Prompt Injection Fixture · Exercise prompt injection fixtures at tool, retrieval and content boundaries. (releases)
- Token Budget Estimator · Estimate input and output tokens before a workflow spends a model budget. (releases)
- Context Window Packer · Pack context by priority while preserving required instructions and citations. (releases)
- Model Routing Policy Checker · Check model routing rules against capability, risk, latency and cost limits. (releases)
- Tool Schema Minifier · Measure tool schema size and identify safe descriptions that can be compressed. (releases)
- Agent Loop Trace Reader · Read agent traces as steps, tool calls, waits, retries and terminal outcomes. (releases)
- Function Call Replay Harness · Replay function calls with fixtures to test validation and failure handling. (releases)
- Structured Output Repair Bench · Benchmark structured-output repair strategies against malformed model responses. (releases)
- Minimum Solution Ladder · Apply a small-solution decision ladder before an agent adds code or dependencies. (releases)
- Subagent Lane Planner · Split bounded work into parallel agent lanes with clear ownership and outputs. (releases)
- Parallel Work Conflict Checker · Find overlapping file ownership and merge risk across parallel work lanes. (releases)
- Tool Result Compressor · Compress tool results while preserving decisions, evidence and required identifiers. (releases)
- Approval Boundary Checker · Check where human approval is required before an agent can cause side effects. (releases)
- Prompt Variable Auditor · Find undeclared prompt variables, unsafe defaults and unused template fields. (releases)
- Agent Permission Map · Map agent tools to permissions, data classes and approval requirements. (releases)
- Agent Memory Retention Auditor · Audit memory retention, expiry and deletion behavior for agent sessions. (releases)
- Context Priority Ranker · Rank context by task relevance, authority and freshness before assembly. (releases)
- Agent Handoff Packet Validator · Package handoff context so another agent can continue without hidden state. (releases)
Quality & Testing · 10 tools
- Accessibility Snapshot Diff · Compare accessibility snapshots for regressions in rendered routes. (releases)
- Visual Regression Threshold · Set visual change thresholds by region, component and intentional update. (releases)
- Contract Test Fixture Maker · Generate contract fixtures from schemas without using production records. (releases)
- Test Data Sanitizer · Scrub test data before fixtures enter repositories or build artifacts. (releases)
- Mutation Test Scope Planner · Choose mutation test scope from risk and changed behavior. (releases)
- Flaky Test Quarantine Register · Register quarantined tests with owner, reason, expiry and recovery evidence. (releases)
- Property Test Case Generator · Generate property cases from invariants, boundaries and failure classes. (releases)
- Browser Journey Fixture · Replay browser journeys with stable selectors, checkpoints and evidence. (releases)
- Migration Rehearsal Runner · Run migrations against representative fixtures before release. (releases)
- Release Candidate Checklist · Turn release checks into a repeatable candidate checklist with evidence links. (releases)
Performance & Reliability · 10 tools
- Browser Memory Budget · Track browser memory budgets across routes, states and viewport profiles. (releases)
- Long Task Analyzer · Find long tasks and associate them with script, route and interaction timing. (releases)
- Network Waterfall Diff · Compare network waterfalls across builds and show changed request costs. (releases)
- Static Asset Cache Auditor · Check cache headers, immutable assets and invalidation behavior. (releases)
- Image Format Readiness · Check image format, dimensions, compression and loading strategy readiness. (releases)
- Error Budget Calculator · Calculate error budget from service objectives and observed events. (releases)
- Incident Severity Normalizer · Normalize incident severity using impact, duration and recovery evidence. (releases)
- Runbook Link Checker · Check runbook links, owners, prerequisites and stale steps. (releases)
- Service Level Objective Linter · Lint service objectives for measurable windows, indicators and owners. (releases)
- Alert Routing Simulator · Simulate alert routes to verify grouping, escalation and quiet hours. (releases)
Developer Productivity · 10 tools
- Repository Boundary Mapper · Map repository boundaries, ownership files and dependency direction. (releases)
- Unused Dependency Auditor · Find dependencies that are unused, duplicated or loaded only in dead paths. (releases)
- Command Output Summarizer · Summarize command output into status, evidence, next action and failure context. (releases)
- Commit Scope Summarizer · Group commits by change scope and flag release notes that need review. (releases)
- Migration Plan Template · Turn a feature request into a bounded migration plan with checkpoints. (releases)
- Local Fixture Seeder · Seed local fixtures with deterministic data and documented reset behavior. (releases)
- Environment Parity Checker · Compare local, CI and production configuration assumptions. (releases)
- Dependency Age Report · Report dependency age, maintenance signals and upgrade planning context. (releases)
- Merge Queue Readiness · Check merge queue readiness from checks, conflicts and branch freshness. (releases)
- Codebase Onboarding Map · Create a short onboarding map from entry points, scripts and domain modules. (releases)
Product & Operations · 10 tools
- Workflow Outcome Measurer · Measure workflow outcomes from cycle time, effort, quality and exception signals. (releases)
- Approval SLA Calculator · Calculate approval service levels by queue, owner, priority and elapsed time. (releases)
- Automation Cost Estimator · Estimate automation cost from runs, model use, compute and operator review. (releases)
- Manual Override Auditor · Record manual overrides with reason, actor, evidence and follow-up. (releases)
- Notification Deduplicator · Collapse duplicate notifications while preserving the highest-value signal. (releases)
- Schedule Window Validator · Check schedules against operating hours, holidays and dependency windows. (releases)
- Task Handoff Normalizer · Normalize task handoffs with owner, context, acceptance and due date. (releases)
- Operating Metric Catalog · Keep operating metric names, definitions, owners and decision uses together. (releases)
- Customer Feedback Triage · Route feedback into themes, impact, evidence and a reviewable next action. (releases)
- Capability Maturity Mapper · Map capability maturity from repeatability, control, evidence and ownership. (releases)
Docs & Knowledge · 10 tools
- Docs Link Integrity Checker · Check Markdown and HTML links, anchors and redirect targets in documentation. (releases)
- API Reference Freshness Checker · Find API references whose examples or schemas differ from the shipped contract. (releases)
- Decision Record Indexer · Index architecture decisions by status, owner, superseded record and system. (releases)
- Runbook Step Linter · Lint runbook steps for commands, prerequisites, expected output and rollback. (releases)
- Knowledge Source Permission Auditor · Check documentation sources against audience, permission and sensitivity rules. (releases)
- Changelog Release Sync · Compare changelog versions with release tags and package metadata. (releases)
- Glossary Term Consistency · Find glossary terms with conflicting definitions across articles and docs. (releases)
- Example Command Smoke Test · Run example commands in clean fixtures and capture expected output. (releases)
- Markdown Table Validator · Validate Markdown tables for shape, alignment and predictable rendering. (releases)
- AI Readable Docs Indexer · Build a compact AI-readable docs index with scope, freshness and source links. (releases)
Longer form architecture notes, mostly about the decisions rather than the syntax.