Debugging Claude Code Agents: Fixing Loops & Bad Tool Calls
Hackathon lessons on debugging Claude Code agents on Opus 4.8 — fixing loops, wrong tool calls, and hallucinated arguments with transcript-first triage.
8 min read
Agentic AI & LLMs
Agentic AI & LLMs archive page 269 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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Prompt and context design for Claude Code agents (Built With Opus Hackathon)
What to put in a Claude agent's context and what to leave out, and why — context engineering rules from a Built-with-Opus hackathon.
7 min read
Wiring MCP servers into Claude agents the right way (Built With Opus Hackathon)
Auth, schemas, error handling, and idempotency for wiring tools and MCP servers into Claude Code agents — lessons from a Built-with-Opus hackathon.
7 min read
Reusable patterns for structuring Claude agent prompts
Code-level patterns from a Built-with-Opus hackathon: contract prompts, typed tools, tiered context, plan-then-act, and structured errors.
7 min read
Build a Claude Code agent: a step-by-step walkthrough (Built With Opus Hackathon)
An hour-by-hour walkthrough of building a working Claude Code agent at a Built-with-Opus hackathon: scaffold, loop, tools, skills, and ship.
7 min read
Inside a Built-with-Opus Claude Code agent's architecture
How a Built-with-Opus hackathon agent fit together end to end: driver loop, context store, tool layer, skills, and orchestrator explained.
8 min read
Launch Voice AI in 7 Days: CallSphere Playbook vs Vapi Reality
A concrete day-by-day 7-day launch playbook for CallSphere, plus what is actually shipping in the same 7 days for a Vapi customer (still wiring vendors).
13 min read
The MCP Server Every Vibe Coder Needs in 2026 — Code-Review-Graph Deep Dive
Model Context Protocol gave Claude Code superpowers. Code-Review-Graph gave it a memory. Here are the 28 MCP tools that turn your editor into a real agentic IDE.
12 min read
Real-World Call Quality: CallSphere vs Vapi (User-Tested 2026)
User-tested call quality comparison of CallSphere vs Vapi in 2026 — interrupt handling, accent robustness, turn-taking, and hangup behavior scored.
12 min read