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Better AI Models Won't Fix Your Engineering Team — Nicholas Arcolano, Jellyfish
AI Engineer · 2026, AI coding, developer productivity, engineering teams
AI directory search
Search across educators, skills, and resources.
Use this when you know the topic you need: Claude Code, MCP, evals, RAG, agents, product, coding, prompting, foundations, or model internals.
7 matches for "tokens"
Video matches
Watch first when you want a fast feel for the topic before opening courses, docs, or profiles.
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One Day, $1,000 in Tokens: An AI War Room for Legacy Code — Ford Prior, GEICO
AI Engineer · 2026, legacy code, coding agents, modernization
Learning paths
AI foundations
Everyone
Learn first
- What LLMs can and cannot do
- Tokens, context windows, hallucinations
- Privacy and data handling
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Resources
GitBook AI-agent attack response guide
AI security incident analysis · GitBook · Intermediate
Use this guide to respond to GitBook's November 2026 security incident, rotate connected credentials and separate confirmed exposure from unanswered questions.
GitBook, AI agents, security incident, API tokens, Git Sync
Reduce coding agent cost without lowering quality
AI coding agent guide · Learnetto · Intermediate
Your coding agent completes useful work but spends too many tokens, repeats retrieval, or carries noisy tool output through later turns.
coding agents, cost, context engineering, tool output, prompt caching
LLM Fundamentals
Free tutorial · Matt Pocock · Beginner
You need clear mental models for system prompts, tokens, context windows, tools, and agents before building or using AI systems seriously.
llm fundamentals, tokens, context windows, tools, agents
Ember-1 explained
Reasoning-efficient coding model explainer · Fireworks AI · Intermediate to advanced
Fireworks released Ember-1 on September 23, 2026 as a Kimi K3-based model trained to use fewer reasoning tokens. Use this explainer to evaluate the quality, cost, latency, and context-growth claims on your own agent workload.
ember-1, kimi k3, reasoning models, reasoning tokens, cost optimization