Prompting GPT-5.2 Codex for long-running tasks:
CODE
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Machine Learning Success: Mastering the Consistent Workflow Loop
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ML isn’t magic — it’s a workflow. 1. understand data 2. choose right algorithm 3. train 4. test 5. optimize 6. deploy + monitor + retrain The winners are the teams who run this loop consistently. #MachineLearning #AI #DataScience #MLops
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Building AI Applications: Complete Architecture Pipeline with LangChain
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Building AI Applications from Scratch Made by the LangChain Community Learn complete AI app architecture through a 5-step pipeline using LangChain's Document Loaders, Vector Stores, Retrievers & Agents—solving context limits and hallucinations. Watch:
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Google Releases Gemini Code Wiki for Interactive Documentation
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So ace.
— Charly Wargnier (@DataChaz) 21 décembre 2025
Google just released Gemini Code Wiki.
A free too that generates interactive docs from any GitHub URL 🤯
The tool lets you:
→ Chat with Gemini to understand *any* repo
→ Visualize code structure
→ Create docs from public repos
100% free. Link in 🧵↓ pic.twitter.com/N8WjGE5W6eSo ace. Google just released Gemini Code Wiki. A free too that generates interactive docs from any GitHub URL The tool lets you:
→ Chat with Gemini to understand *any* repo
→ Visualize code structure
→ Create docs from public repos 100% free. Link in ↓ -
Production-Ready AI Agents with Persistent Storage and Memory Patterns
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Oracle AI Developer Hub Production-ready AI agents with persistent storage. Six memory patterns for LangChain agents using Oracle AI Database for scalable context management, plus RAG with evaluation frameworks. Repository: https://
github.com/oracle-devrel/
oracle-ai-developer-hub/blob/main/notebooks/memory_context_engineering_agents.ipynb
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AI Gateway: Cost Control and Governance for AI Operations
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Between large context windows, looping coding agents, and thousands of unnecessary commits, AI costs can quickly add up.
— Databricks (@databricks) 21 décembre 2025
AI Gateway brings order by routing every request through one place, so teams can enforce policies, limits, and governance. With centralized permissions, load… pic.twitter.com/DFKL6vSpThBetween large context windows, looping coding agents, and thousands of unnecessary commits, AI costs can quickly add up. AI Gateway brings order by routing every request through one place, so teams can enforce policies, limits, and governance. With centralized permissions, load
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Normalization-Free Transformers: Point-wise Function Innovation
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10. Stronger Normalization-Free Transformers A simple point-wise function that replaces normalization layers in Transformers.
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DeepCode: Autonomous Framework for Synthesizing Complete Codebases
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3. DeepCode DeepCode is a fully autonomous framework for synthesizing complete codebases from scientific papers despite LLM context limitations.
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Google Developing New Issues Tab for Jules AI Coding Agent
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Google is working on a new “Issues” tab for Jules SWE agent. Seems like Gemini is about to take over more bug fixing from you soon.