9 min read
Security checklist for ERC-20 vesting contracts
Vesting math, revocation, admin keys, token handling, Foundry invariant tests and deployment checks for secure ERC-20 vesting contracts.
SoliditySecurityTokenomics
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Engineering notes from real projects.
Practical articles on smart-contract security, AI architecture and building multilingual web platforms.
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9 min read
RAG vs fine-tuning: what businesses actually need
RAG, fine-tuning, long context with prompt caching or structured outputs? A plain-language guide to choosing the right approach, with a decision checklist.
RAGLLMAI strategy
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Building a 22-language Next.js platform: lessons from GAGA
Locale routing, Latin and Cyrillic Serbian, Intl formatting, fonts, translation CI and fresh exchange rates: lessons from a 22-language Next.js build.
Next.jsi18nPerformance
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Smart contract audit-readiness checklist
30 checks before your smart contract audit: scope and docs, tests, Foundry fuzz and invariant tests, Slither triage, access control, integrations and deployment.
SoliditySecurityAudit
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Scoping a RAG or AI assistant project: a checklist
30 questions to settle before building a RAG system or AI assistant: use case, data, access control, retrieval, model choice, evaluation, operations and go/no-go.
RAGAI assistantsScoping
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