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Perplexity Lets AI Agents Write Their Own Search Code

Perplexity introduced Search as Code as a reference architecture for AI-written Python search workflows, following its 2025 real-time Search API. The new approach shifts the pitch from repeatedly ...

The Agentic Reckoning: Enterprise AI organizations have a runtime problem, not a model problem — and most are building the wrong solution

VentureBeat surveyed 132 enterprise AI leaders: the production failure point isn't the model — it's the runtime layer most ...
eWeek

The Prompt Engineering Cheat Sheet: How to Write Better AI Prompts

AI thrives on data but feeding it the right data is harder than it seems. As enterprises scale their AI initiatives, they face the challenge of managing diverse data pipelines, ensuring proximity to ...
InfoQ

Cloudflare Launches Code Mode MCP Server to Optimize Token Usage for AI Agents

A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...
IEEE

Enhancing Code Representation Learning for Code Search with Abstract Code Semantics

Abstract: Code representation learning is an important way to encode the semantics of source code through pre-training. The learned representation supports a variety of downstream tasks, such as ...
CNBC

Anthropic leaks part of Claude Code's internal source code

Anthropic accidentally leaked part of the internal source code for its coding assistant Claude Code, according to a spokesperson. The leak could help give software developers, and Anthropic's ...
The New York Times

‘Death of a Salesman’ on Broadway Has Help From Something Old

This is a draft of Arthur Miller’s classic play “Death of a Salesman.” It’s from 1948, not long before the show’s premiere on Broadway in February 1949. Nearly every page contains Miller’s handwritten ...
The New York Times

Coding After Coders: The End of Computer Programming as We Know It

In the era of A.I. agents, many Silicon Valley programmers are now barely programming. Instead, what they’re doing is deeply, deeply weird. Credit...Illustration by Pablo Delcan and Danielle Del Plato ...
Business Insider

Amazon orders 90-day reset after code mishaps cause millions of lost orders

Amazon is beefing up internal guardrails after recent outages hit the company's e-commerce operation, including one disruption tied to its AI coding assistant Q. Dave Treadwell, Amazon's SVP of ...
IEEE

Optimizing Code Feature Extraction and Classification using Random Forest Models on Abstract Syntax Trees

Abstract: The machine learning methods applied to code classification tasks that use Abstract Syntax Tree (AST) features has been explored in this study. The dataset includes parsed AST ...
InfoWorld

PythoC: A new way to generate C code from Python

PythoC lets you use Python as a C code generator, but with more features and flexibility than Cython provides. Here’s a first look at the new C code generator for Python. Python and C share more than ...