The team at Daphnis Labs redefined what’s possible for Urbanface. They delivered a bespoke, animation-heavy website that remains incredibly quick and functional. The…
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AI EngineeringMistral Large 4 Explained: API Pricing, Open Weights and Enterprise AI Use Cases
What Mistral Large 4's public preview means for enterprise teams: launch pricing, planned weights, document workflows and a practical evaluation plan.
AI EngineeringClaude Haiku 5.5 Explained: Pricing, Features and the 100K-Token Threshold
A practical guide to Claude Haiku 5.5: API pricing, the 100K-token boundary, caching calculations, migration changes and a production evaluation plan.
Engineering NewsSearch guidance review: put engineering evidence on service pages
What Google's people-first content guidance means for a software company's service pages, case studies and publishing routine.
Software EngineeringA database backup is only useful after a restore drill
Measure recovery by restoring into an isolated environment and checking the application, roles and dependencies that need the data.
Software EngineeringCache API responses without mixing account data
Classify responses before caching them, make cache keys reflect their audience and test what happens when permissions change.
Software EngineeringTest tenant isolation beyond the main application query
Review database roles, background jobs and exports together when designing row-level security for a shared application database.
Product EngineeringGive every release flag an owner and an expiry date
Plan rollout, fallback behaviour and flag removal together so temporary release controls do not become permanent product complexity.
Software EngineeringStart observability by following one customer request
Connect traces, metrics and structured logs around a real failure path so the team can locate an incident and choose a next action.
AI EngineeringSeparate read, draft and send permissions in AI tools
Define permissions around concrete actions, and make an approval apply to the exact message or record that will be changed.
Software EngineeringBuild CSV imports that preview changes before writing
Separate parsing, validation and approval so an ordinary spreadsheet upload does not become an opaque bulk edit.
