Machine Learning Advanced
TRACE: Train Agents on Their Own Failures With GRPO
Diagnose an agent's missing skills, then train targeted, routed LoRA adapters with GRPO.
10 min read·Kodetra Technologies
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AI Guides for Builders
How-to content for builders, indie hackers, and AI engineers. Less theory, more shipped code.
Machine Learning 
Machine Learning Intermediate
TabFM: Zero-Shot Table Predictions That Beat XGBoost
Run Google's TabFM on real tabular data. No tuning, no feature engineering, one forward pass.
10 min read·Kodetra Technologies
Today
Machine Learning Advanced
Verifiers v1: Train Agents Past the Context Window
Ship a taskset, swap any harness, and turn compacted rollouts into real RL training samples.
13 min read·Kodetra Technologies
Today
Machine Learning Intermediate
DiffusionGemma in Python: Generate Text 4x Faster
Run Google's open diffusion LLM with Transformers and learn why it decodes text in parallel.
9 min read·Kodetra Technologies
29d ago
Tutorials Intermediate
Dreaming V3 Explained: Build Sleep-Time Memory in Python
Recreate ChatGPT's new Dreaming V3 memory: a background job that learns and forgets.
10 min read·Kodetra Technologies
Jun 5
Machine Learning Intermediate
Conformal Prediction in Python: Trustworthy ML Intervals
Wrap any scikit-learn model in MAPIE for prediction intervals with guaranteed coverage.
9 min read·Kodetra Technologies
May 21
Machine Learning Intermediate
GRPO Fine-Tuning: Train Reasoning Into Small LLMs
Use GRPO to teach a 0.5B model multi-step math reasoning end to end.
9 min read·Kodetra Technologies
Apr 30
Tutorials Beginner
Salesforce Headless 360: Connect AI Agents via MCP
Learn how Salesforce Headless 360 exposes your CRM to AI agents via 60+ MCP tools. No UI needed.
3 min read·Kodetra Technologies
Apr 22
Tutorials Beginner
OpenAI Agents SDK Sandbox: Build Safer AI Agents
Learn to build safer autonomous AI agents using OpenAI Agents SDK's new sandbox harness.
2 min read·Kodetra Technologies
Apr 19
Tutorials Beginner
How to Use Google Antigravity IDE: AI Agents Build Apps
Learn to set up Google Antigravity IDE and use multi-agent AI workflows to build apps without heavy coding.
3 min read·Kodetra Technologies
Apr 14
Tutorials Intermediate
Google Veo 3 Tutorial: AI Video Generation Guide (2026)
Learn Google Veo 3 from scratch — generate AI videos with text prompts, API code, and pro prompt tips in 2026.
5 min read·Kodetra Technologies
Apr 11