We are stress-testing our autonomous, async delivery studio with 5 select startups. Get a complete teardown of your Postgres connection bottlenecks, edge latency, and webhook queue reliability for a $1 token fee.
Principal software & system architecture
Built, modernized, and shipped
Web platforms, edge runtimes & AI
SaaS, fintech, commerce, healthcare & media
We are stress-testing our autonomous, async delivery studio with 5 select startups. Get a complete teardown of your Postgres connection bottlenecks, edge latency, and webhook queue reliability for a $1 token fee.
Full edge waterfall & TTFB audit from global POPs.
Multi-region latency profiling across Cloudflare/AWS edge nodes, asset waterfalls, SSL termination overhead, and cache hit ratio analysis to isolate real user latency bottlenecks.
Deep-dive query analysis & connection pool exhaustion audit.
Inspection of slow queries, transaction lock contention, missing indexes, PgBouncer / Prisma connection limits, and cold-start spikes that degrade performance under peak traffic.
Decoupled webhook ingestion & queue architecture diagram.
Architecture blueprint to decouple synchronous HTTP endpoints, implement durable queues, Dead Letter Queue (DLQ) retry policies, and prevent 504 gateway timeouts.
Actionable remediation PRs ready to merge into your codebase.
We don't just hand you a PDF of complaints. You receive tested, clean, reviewable pull requests ready to merge directly into your GitHub / GitLab repository.
We just launched our edge delivery studio. Instead of spending money on ads, we're giving 5 founders world-class architectural triage for $1 to generate our first public benchmark studies.
You get senior principal architect inspection and ready-to-merge remediation PRs. We get verified production case study data and autonomous pipeline telemetry. Once the 5 slots are allocated, the diagnostic audit reverts to standard pricing.
Written-First Discovery
Explain your challenge in plain words. Your brief is accepted immediately, then turned into a written architecture, scope, and estimate. No sales calls, no status meetings.
Submit Project BriefTechnical debt, fragile deployments, and hidden architectural bottlenecks slow execution and increase costs. Tell us what you're facing.
Describe Your ProjectEvery engagement starts the same way — a written brief. Discovery recommends the scope that fits; these models show what that usually looks like.
Multi-month foundational engineering for a new product, business system, or Strangler Fig modernization.
A rapid execution cycle for one defined outcome: a feature, an integration, or a remediation.
Launch Cohort: $1 USD (₹80 INR) for 5 select startups. Complete technical teardown and remediation PRs in 48 hours.
Start with the problem, see what SazM did, then review what was delivered. Technical detail remains available in every case study.
Architected launch readiness, subscription lifecycle sync, and production error debugging for a voice-focused automation platform.
Frontend & Routing: React and Next.js frontend integrated with Next.js API routing.
Audited platform codebase for launch readiness
Designed automation pipelines and rules engine synchronizing social campaign metrics with real-time budget adjustments.
API Gateway & Routing: Apache and reverse proxy configurations with strict CORS and rate-limiting blocks.
Improved campaign visibility for advertisers
Operational inefficiency in managing high-frequency short-form video content pipelines.; Technical challenges in background processing for AI-generated content.
SazM built an automated content generation and publishing workflow. The platform centralizes idea generation, media processing, scheduling, and performance tracking, enabling users to maintain a high-frequency presence on social media with minimal manual intervention.
Reduced time spent on manual content creation
Implemented Web Content Accessibility Guidelines (WCAG) and structural document indexing for regional transit compliance.
Content Engine: Structured content custom schemas in WordPress coupled with an Apache web server.
Improved public access to regional planning information
Secured and optimized clinical practice management and EHR data-modeling systems to streamline medical workflows.
Content Delivery: Headless CMS setup optimized with static page-caching configurations.
Improved clarity of complex healthcare offerings
A structured progression from written requirement to verified production software — autonomous execution with senior engineering oversight at every stage.
System architecture, data structures, security boundaries, and milestone deliverables defined upfront.
The principal architect designs the technical blueprint, selects the optimal stack, specifies integration boundaries, and fixes the milestone scope.
Describe what you need in writing. No slides, no sales pressure.
Receive a clear written scope, architecture, and fixed milestone pricing.
AI-assisted engineering with principal architectural oversight at every milestone.
Software ships to production with documentation, test suites, and clean handover.
Select your modernization challenge and target delivery cadence. SazM instantly synthesizes an edge-native blueprint with guaranteed fixed parameters before you submit a single line of requirements.
Direct engineering ownership across the entire software lifecycle. Whether starting fresh, fixing critical defects, adding features, or modernizing existing systems.
Customer portals, dashboards, SaaS applications, MVPs, and custom business systems.
High-performance websites, landing surfaces, content platforms, and modern web applications.
Root-cause debugging, broken workflows, regression repairs, and error elimination.
Database query tuning, caching architectures, latency reduction, and memory profiling.
Add new functionality, third-party integrations, payment gateways, and data pipelines.
Domain assistants, document search, intelligent routing, and workflow automation.
Framework upgrades, monolith decoupling, technical debt remediation, and code cleanups.
Edge deployments, security hardening, infrastructure as code, and uptime reliability.
SazM handles focused engineering tasks, bug remediation, new features, and full platform builds. Explain what you need in plain language; we clarify the technical approach in writing.
SazM focuses exclusively on software engineering. The following services are not provided:
Design resilient webhook architectures with HMAC-SHA256 signature verification, atomic CAS idempotency claims, and zero duplicate billing.
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Decompose enterprise monoliths safely using domain-driven extraction, anti-corruption layers, and edge-routed service cutovers.
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Eliminate database write contention and cascading latency by decoupling network I/O with asynchronous Cloudflare Queues and DLQ self-healing.
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Automate client onboarding and workspace provisioning with asynchronous queues, deterministic milestone extraction, and zero lock contention.
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Safely modernize legacy PHP and monolithic APIs using Cloudflare Workers edge facades and the Strangler Fig pattern with zero downtime.
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Eliminate database lock contention, transaction deadlocks, and connection exhaustion in high-throughput relational architectures.
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Proven database engineering techniques to eliminate slow queries, table locks, and memory bottlenecks in high-volume MySQL and PHP systems without adding hardware.
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An engineering diagnosis of WooCommerce checkout drop-offs, payment gateway callback desynchronization, and idempotent webhook architecture.
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A systematic engineering protocol for diagnosing and recovering crashed WordPress sites after plugin updates, fatal PHP errors, and database corruption without data loss.
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Maximize throughput and eliminate bottlenecks in high-traffic relational databases by optimizing index layout, transaction locks, and query schemas.
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A structured methodology for auditing code maintainability, database schema health, disaster recovery readiness, and platform security boundaries.
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Analyze the trade-offs and risks when deciding whether to modernize a legacy platform incrementally or perform a high-risk full platform rebuild.
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When a software platform becomes costly to change, is a rebuild the answer? Learn why you should modernize your platform incrementally to reduce risk.
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Technical debt doesn't show on a balance sheet, but it causes slower delivery and higher risk. Learn how to identify, measure, and manage it intentionally.
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Software platforms rarely fail overnight. Learn the warning signs that your software platform is constraining growth and increasing risk before a crisis.
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Written-First Project Intake
Explain what you need to build, fix, improve, or modernize. You'll receive a clear written scope and technical next steps — with zero sales pressure and no calls required.