Blog
Discover our latest articles and blogs
Internal Tool Costs for Owners: Recheck at 50% Before Fixed Pricing
For business owners, see how scope, integrations, migration, and security shape internal tool costs, then set a defensible fixed price with code handover.
Founders Burned by an Agency? Secure Code Access Before Spending More
Recover from agency trouble with a senior engineer’s recovery plan, contract checks, staged acceptance, and steps to secure code and account ownership.
Optimize LLM Latency: Fix Scheduling and KV Before Model Tuning
Optimize LLM latency by tackling scheduling, admission control, and prefill or KV cache issues before testing speculative decoding, quantization, or...
PII Redaction AI: Ship an MVP That Keeps Raw PII Out of Prompts
Build a PII redaction AI workflow with a hybrid stack, API patterns, and content safeguards that keep raw PII out of prompts. Get a practical MVP checklist.
SaaS Audit Logging: Prove Who Changed Roles or Billing
Capture login, permission, billing, and sensitive data events in an audit trail that helps SaaS teams investigate incidents and satisfy enterprise reviews.
Bubble App Security for Founders: 5 Checks Before Rebuilding
Audit Bubble app security with five checks for privacy rules, files, and API keys, then weigh fixed price remediation against a rebuild in real code.
OpenAI Enterprise vs API: Check Costs Before a 2–4 Week Business Pilot
Compare ChatGPT Enterprise and the OpenAI API on billing, data residency, governance, and product fit, with a procurement checklist for a 2–4 week pilot.
Reduce AI Hallucinations in Production: Retrieval Alone Isn’t Enough
Reduce AI hallucinations with retrieval, validation, and abstention. Apply patterns, an engineer's checklist, and reproducible evaluation resources.
Founders: Ship Privacy by Design for SaaS in 2–4 Weeks
Engineer-led playbook for SaaS founders and PMs. Run privacy by design in a 2–4 week sprint: data map, minimal model, retention, deletion, and vendor checks.