Ahmad Dogar
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🌐 dev.toSource
Designing no-login magic links for field crews: hashed tokens, per-delivery scope, expiry and revocation, an offline queue and idempotent event writes.
🌐 dev.toSource
I ran GLiNER2 on a laptop CPU against Claude Haiku 5.5 on classification, entities and invoice extraction. Real numbers, code, and where it breaks.
🌐 dev.toSource
Build an LLM agent loop for a product feature in TypeScript: tool design, step and token budgets, recoverable errors, stop rules, approvals and tracing.
🌐 dev.toSource
Directing coding agents, skills files, context, verification loops, evals, MCP, prompt injection, cost, system design and product judgement, with exercises.