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Why a veteran developer switched from Claude Code to Pi
A long-time user details their migration from Claude Code to Pi, citing stability issues, token bloat, and poor context management as primary drivers for the switch.
AI · Developer tools · Infrastructure
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Running 284B DeepSeek-V4 on a 64GB CPU with new kernel patches
New llama-modchip patches enable running massive Mixture-of-Experts models like DeepSeek-V4-Flash entirely in system RAM without GPUs, achieving usable speeds through advanced quantization.
Bulkhead prevents parallel Claude Code sessions from crashing your machine
A new zero-dependency tool uses hooks to isolate parallel AI coding agents, preventing port clashes, RAM exhaustion, and accidental data loss on shared machines.
Agent memory needs a shared standard like OpenTelemetry
AI agents store memories in incompatible formats, creating fragmentation similar to pre-2019 observability. A new proposal suggests unifying these schemas to enable interoperability.
Goldman Sachs restricts AI coding agents to engineers amid security review
Goldman Sachs has limited access to Anthropic's Claude Code and Microsoft's GitHub Copilot to engineering staff, revoking permissions for traders and bankers following a risk assessment.
Offline dictation uses screen text trees to boost accuracy without LLMs
A new pipeline improves speech-to-text accuracy by reading on-screen accessibility trees and biasing a frozen Parakeet model, avoiding heavy LLMs or fine-tuning.
Google takes over Crusoe's unfinished Wyoming data center project
Google is acquiring an incomplete data center site in Wyoming from Crusoe after concerns over cost and timeline. The tech giant plans to invest $17 billion to finish the campus.
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More in Security & privacy
Security & privacy
AI security, vulnerabilities, certificates, privacy and safe handling of data.
Coldframe: A lightweight honeypot for supermarket refrigeration controllers
The coldframe project offers a low-interaction honeypot that mimics Danfoss and Dixell refrigeration supervisors to detect and log attacks on industrial control systems.
Claude Code's 'Don't Ask Again' Feature Leaks Secrets in Public Repositories
Apiiro researchers found 1,122 public GitHub repositories exposing passwords and API keys saved by Anthropic's Claude Code assistant.
Exposed Artex AI agents enable automated cyberattacks on global targets
Researchers found over 800 unprotected instances of the Artex AI hacking tool online, linking them to major breaches in finance and cloud services.
120 stories
More in Building with AI
Building with AI
RAG, evaluations, inference, fine-tuning and shipping LLM features to production.
How AI agents use sleep-time compute to organize long-term memory
Anthropic explains how Claude uses dreaming and salience judgment to consolidate memory, correcting errors and building knowledge structures during idle time.
Scaling AI agent governance with AWS Bedrock AgentCore and Okta
AWS demonstrates how to scale AI agent security using Bedrock AgentCore Gateway, Cedar policies, and Okta Cross App Access for centralized authorization.
Cutting local LLM swap times from ten seconds to under two
A new wrapper tool called llama-sleep reduces model switching latency on single-GPU setups by parking CUDA state in host RAM instead of reloading weights.
85 stories
More in AI agents
AI agents
Agents, tool use, coding assistants and automation that does real work.
Reviewing AI code by verifying intent instead of reading diffs
Aviator engineers quadrupled PR throughput by shifting review focus from line-by-line diffs to intent, invariants, and evidence.
AWS Kiro bots manage parallel agent sessions with persistent memory
AWS introduces Kiro bots to handle long-running tasks and parallel sessions, reducing the need for developers to manually transfer context between AI agent interactions.
MaxxBench reveals coding agents fail when requirements change slightly
A new benchmark shows frontier coding models struggle with minor task mutations, often ignoring prompts to guess what hidden tests expect.
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