Tutorials Intermediate
Loop Engineering: From Prompts to Verified Agent Loops
Build a plan-act-verify agent loop with an external check, retry budget, and clear stop rules.
9 min read·Kodetra Technologies
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Tutorials Intermediate
Claude Programmatic Tool Calling: Cut Agent Token Costs
Let Claude write code that calls your tools in a loop — 20–40% fewer tokens, same accuracy.
10 min read·Kodetra Technologies
Yesterday
Tutorials Intermediate
Kimi K2.7 Code: Build a Multi-File Refactor Agent
Drive Moonshot's open-weight coding model through a real tool-calling loop in Python.
9 min read·Kodetra Technologies
Yesterday
Tutorials Intermediate
MiniMax M3 Tool Calling: Build an Agentic Loop in Python
Wire MiniMax M3's OpenAI-compatible API into a real tool-calling agent loop.
8 min read·Kodetra Technologies
8d ago
Tutorials Intermediate
Kimi K2 Thinking: Agentic Tool Loops in Python
Build a multi-step tool-calling agent on Moonshot's open-weight Kimi K2.6 model.
8 min read·Kodetra Technologies
11d ago
Tutorials Intermediate
CodeAct + Hyperlight: One Code Block, Dozens of Tool Calls
Collapse agent tool-call loops into one sandboxed Python program and cut latency in half.
10 min read·Kodetra Technologies
13d agoMore guides like this?
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Tutorials Intermediate
Gemini Code Execution: Build a Self-Fixing Analyst
Use Gemini 3.5 Flash code execution to write Python that fixes itself in a loop.
10 min read·Kodetra Technologies
20d ago
Tutorials Intermediate
Gemini 3.5 Flash Function Calling: Build a Tool-Using Agent
Wire Gemini 3.5 Flash to your own Python functions and run a real multi-step agent loop.
8 min read·Kodetra Technologies
23d ago
Tutorials Intermediate
LangGraph interrupt(): Pause Agents for Human Approval
Add approval gates to your AI agents with LangGraph interrupt() and checkpointers.
5 min read·Kodetra Technologies
29d ago
Tutorials Intermediate
Build a ReAct Agent from Scratch in Python (No Framework)
Reason + Act loop, tool routing, retries — implement a real agent in 200 lines of Python.
9 min read·Kodetra Technologies
May 2
Tutorials Beginner
Claude Opus 4.7 Task Budgets: Cap Agent Loop Costs
Step-by-step guide to task_budget in Claude Opus 4.7 for cost-capped AI agent loops.
2 min read·Kodetra Technologies
Apr 21