PYTHON
30 days · UTC
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Shipping time‑to‑event churn models needs survival analysis plus point‑in‑time correct real‑time features
Use survival analysis for churn forecasting, then back it with a point-in-time correct real-time feature pipeline to avoid leakage and ship it safely....
Python + Claude pipeline that drafts, scores, and Telegrams Upwork proposals hit 31% response
An engineer built a Python system that drafts and scores Upwork proposals with Claude, then sends top picks to Telegram, landing a 31% response rate. ...
Datasette-llm 0.1a6: simpler model config, better Python API docs
Datasette-llm 0.1a6 removes duplicate model config and improves Python API docs for plugin authors. The release makes a small but handy change: setti...
Production-ready multi-node PyTorch DDP, with a side of Python tooling reality check
A new, code-first guide shows how to run production-grade multi-node PyTorch DDP, while InfoWorld flags Python ecosystem risks and a new sampling prof...
Diffblue ships a Testing Agent to auto-generate unit tests at scale; OSS adds polyglot coverage and security
Diffblue launched a Testing Agent to orchestrate Copilot and Claude for large-scale unit tests, while OSS adds polyglot coverage and security. Diffbl...
LiteLLM PyPI compromise exfiltrated cloud and CI/CD secrets; pin and rotate now
The popular LiteLLM PyPI package was briefly compromised, exfiltrating cloud and CI/CD secrets with links to a broader Trivy supply‑chain attack. PyP...
Starlette 1.0 lands: new lifespan API and an LLM skill to generate 1.0‑correct apps
Starlette 1.0 ships with a new lifespan API and some breaking changes, and Simon shows how to teach an LLM to generate 1.0-ready apps. Starlette 1.0 ...
OpenAI buys Astral: uv, Ruff, and ty head into Codex’s AI workflow
OpenAI is acquiring Astral, makers of uv, Ruff, and ty, to fold Python tooling deeper into its Codex developer platform. OpenAI says the deal will br...
OpenAI to acquire Astral (uv, Ruff, ty) and wire Python’s fastest tools into Codex
OpenAI is acquiring Astral, the team behind uv, Ruff, and ty, to integrate Python’s hottest tooling directly into Codex’s agentic workflow. OpenAI an...
LangChain Core 1.2.18: OpenAI tool search + safer tool schema defaults
LangChain Core 1.2.18 ships a small but useful OpenAI tool search feature and a schema fix that preserves default_factory. The [release](https://gith...
Study: LLM-generated AGENTS.md hurts agent success and raises cost
A new ETH Zurich and LogicStar.ai study finds that LLM-generated repository context files like AGENTS.md reduce coding agent success and raise inferen...
LangChain patches ReDoS in agents as AI code raises security and QA stakes
LangChain patched a ReDoS flaw in agent regex as AI-generated code raises secrets risk and pushes QA to evolve for agentic development. The latest [la...
One-scan repo context generation with codebase-md
Codebase-md scans your repo and auto-generates consistent AI coding context files for popular tools, reducing manual drift and improving prompt qualit...
Starter repo to make AI coding tools follow your CI and tests
An open-source starter repo ties Python linting, tests, and AI-assistant rules together so code from tools like Cursor, Claude Code, Codex, and GitHub...
From Prompts to Pipelines: A Pragmatic AI Coding Playbook
Move your team from ad-hoc prompting to a repeatable AI coding workflow that uses repo context, automated quality gates, and a focused learning triage...
Claude Code v2.1.68 sets Opus 4.6 to medium by default and reintroduces one-turn "ultrathink"
Claude Code v2.1.68 changes default model behavior to Opus 4.6 at medium effort, re-enables a one-turn high-effort "ultrathink" switch, and migrates a...
Graph-structured dependency navigation fixes missed-file failures in repo-scale coding agents
New results show that wiring coding agents to traverse a code dependency graph outperforms expanding context or keyword/vector retrieval on architectu...
OpenAI speeds up agent backends with Responses API WebSockets and gpt‑realtime‑1.5
OpenAI shipped a faster path for real-time, tool-calling agents by adding WebSockets to the Responses API and upgrading its voice model to gpt-realtim...
MassGen v0.1.49 adds TUI Log Analysis, fairness gating, and CI snapshot tests
MassGen v0.1.49 introduces a TUI Log Analysis mode, fairness pacing controls for multi-agent runs, a checklist-based MCP quality evaluator, and CI-bac...
Choosing Cursor, Windsurf, or Claude Code for backend workflows
The AI coding stack is bifurcating: IDE-first agents like [Cursor](https://serenitiesai.com/articles/cursor-ai-vs-windsurf-vs-claude-code-2026)[^2] an...
Getting coding agents to write reliable Python tests
Simon Willison outlines practical prompt patterns to make coding agents produce higher-quality Python tests—specify the framework, target public APIs,...
Copilot CLI gets agentic; Copilot SDK debuts for build-your-own terminal agents
GitHub detailed how Copilot CLI now acts as an agent in your terminal—cloning repos, resolving env/setup issues, and proposing shell commands with use...
Workflows vs Autonomous Agents: How to pick and wire them
The article explains how autonomous AI agents differ from deterministic workflows and breaks an agent into planner, tool-use, memory, loop/guardrails,...