Engineering Manager / Technical Lead
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7 articles
A practical guide for engineers and PMs on when to build general-purpose horizontal agents, when to invest in domain-specific vertical agents, and how loop engineering differs for each—including hybrid architectures that route across both.
A source-backed guide for engineers and PMs on shaping model behavior and personality across frontier LLMs and small language models, from prompts and DPO to persona vectors and distillation chains.
A practical guide for engineers and PMs who want useful LLM personalization without a giant recommender team, expensive fine-tuning program, or fragile memory layer.
AI can help teams move faster, but the real unlock is designing agents, skills, evals, traces, and self-correction loops around your app.
A practical comparison of 1M-token and 200K-token LLM context windows: what gets easier, what still breaks, and how Engineers and PMs should choose an architecture.
The strongest evidence does not say 'always write less.' It says humans do better with lower cognitive load, clearer cues, and progressive disclosure. Here's how that changes how we should generate AI responses and reports.
AI isn't just making engineers faster — it's changing what engineering means. Here's what that shift looks like, and why the best days for software teams are still ahead.
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