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⚡ AI Lessons
Dev.to · Creeta
🤖 AI Agents & Automation
⚡ AI Lesson
3w ago
Checkpointing is where while-loop agents break
Learn how LangGraph checkpointing handles agent pauses, retries, review, and resume paths that plain while loops struggle to maintain.
Dev.to · Creeta
🤖 AI Agents & Automation
⚡ AI Lesson
3w ago
Handoffs can turn one task into a 15x token bill
Trace LangGraph token spend, prune state, shrink handoff payloads, and decide when multi-agent design is worth the added cost.
Dev.to · Creeta
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
OpenAI ships Codex into Claude Code — two commands, or four?
OpenAI's codex-plugin-cc runs Codex from inside Claude Code. The real path is four slash commands — here's the exact sequence and what break
Dev.to · Creeta
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
96% of cuBLAS, no `unsafe`: what cuTile Rust proves
cuTile Rust: ownership-safe GPU kernels in Rust 1.89+ (sm_80+, CUDA 13.3). Partition-dispatch pattern, Grout crate, and whether the 96% cuBL
Dev.to · Creeta
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
Skip RAG entirely — SubQ loads your whole codebase in one pass
Wire up the SubQ (Subquadratic LLM) API: base URL api.subq.ai/v1, SUBQ_API_KEY bearer auth, subq-preview model, SubQ Code CLI, streaming — p
Dev.to · Creeta
🧠 Large Language Models
⚡ AI Lesson
2mo ago
langchain-fireworks 1.4.2: Annotated + ChatFireworks Quickstart
langchain-fireworks 1.4.2 strips cross-provider keys, rewires retries, and lands on fireworks-ai 1.x alpha. Step-by-step ChatFireworks setup
Dev.to · Creeta
📰 AI News & Updates
⚡ AI Lesson
2mo ago
Hand off any session to the GUI — Codex CLI 0.138.0
Codex CLI 0.138.0 (June 8, 2026) brings GUI hand-off via /app, v2 PAT auth, faster resume, and plugin JSON output. Install guide and annotat
DeepCamp AI