How Claude Opus 4.7 Handles 1,000-Page Document Analysis
A practical engineering deep dive into Claude Opus 4.7 long documents, covering architecture, tradeoffs, and what production teams need to know about document AI.
10 min read
Agentic AI & LLMs
Agentic AI & LLMs archive page 309 of 631
Agentic AI & LLMs
Agentic AI, LLM engineering, and the models behind modern automation — multi-agent systems, LLM evaluation and comparisons, RAG, fine-tuning, AI infrastructure, security, and production AI engineering.
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CrewAI Studio Review: No-Code Multi-Agent for Ops Teams in 2026
CrewAI Studio brings drag-and-drop agent design to non-engineering teams. What it can and cannot do compared to writing CrewAI code by hand for production teams.
9 min read
Time-Travel Debugging in LangGraph 1.0: Checkpoints in Practice — Langgraph time-travel debugging
Langgraph time-travel debugging: langGraph 1.0 ships first-class checkpoints and time-travel rewinds. A walkthrough of how production agent teams use them to fix non-deterministic bugs.
9 min read
Anthropic's MCP Signed Registry: A New Trust Model for Tools
Anthropic launched a signed registry for MCP servers in April 2026. How signing works, what the trust model gives you, and what it does not give you for serious teams.
10 min read
Mem0 1.0: Graph + Vector Memory with Bring-Your-Own-Model Stack
Mem0 1.0 unifies graph and vector memory and makes the embedding/LLM stack pluggable. The architecture, the trade-offs, and a working integration walkthrough.
11 min read
vLLM 2026 Update: Prefix Caching and Disaggregated Prefill Land
vLLM's April 2026 release lands disaggregated prefill, better prefix caching, and FP4 quantization. Throughput numbers from real workloads on H100 and H200 hardware.
11 min read
Agent Evals as CI Gates: How PromptFoo Became the Merge Blocker
OpenAI acquired PromptFoo for $86M in March 2026. Treating agent evals as merge-blocking CI gates is the new production baseline.
9 min read
How to Deploy a Voice Agent to k3s with Twilio + Cloudflare Tunnel
Containerize your Node.js Twilio bridge, deploy to k3s with a single Helm-less manifest, and expose the WebSocket via Cloudflare Tunnel — no public IP, no LoadBalancer fees.
11 min read
B2B SaaS In-App Chat in 2026: Fin's 67% Resolution Rate and the Outcome-Pricing Math
Intercom Fin reports 67% resolution across 40M+ conversations at $0.99 per resolution. Here is when in-app chat AI saves money and when it does not.
11 min read