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Firekeep, a self-hosted shared memory system, connects multiple MCP clients including Claude Code, Codex, Kiro, and OpenCode, allowing agents to preserve and recall context across sessions. On the 2026-08-28 LongMemEval-…
A developer spent five days with a silent failure in an automated article-posting pipeline, caused by a locale bug in launchd that only manifested when scripts were run manually. The bug crashed the failure-notification …
Anthropic's Thariq Shihipar confirmed that Claude Pro and Max usage limits are token-based, not message-based, and that the 5-hour session window can drain faster during peak hours, affecting about 7% of users. The compa…
Google confirmed on July 21 that it has begun its most ambitious pre-training run yet for Gemini 4, with CEO Sundar Pichai stating on the Q2 earnings call that the model will use a significantly larger base model and pri…
Snyk, a security company, has introduced a model risk evaluation framework that measures the security risk of large language models by running them as agents in dynamic environments against adaptive attackers, with a ris…
Evil Martians released require-profiler, a Ruby gem that profiles code loading to cut Rails boot times, and reported that using it on Factorial's 200-component monolith reduced development boot time by 40%. The guide als…
The bug pipeline at this+that starts and ends with an email: a bug report is triaged by this+that, turned into a DoBox task, assigned via the Brain to the right engineer, fixed by an agent running locally via Claude Code…
A developer rebuilt the Cerebras knowledge base as an MCP server that exposes raw, LLM-free retrieval tools for external agents like Claude Code. The server makes zero model calls, instead handing recall to the client ag…
Agent Memory Leaderboard, an open benchmark for comparing AI agent memory systems, has published its first public results, with the Agent Memory Challenge opening submissions for its first evaluation cycle. The challenge…
Intercom reports that over 93% of pull requests across its two main codebases are now Agent-driven, with more than 19% auto-approved without human review, a shift the company says reduced downtime from breaking code chan…
A software team in early 2026 found that automating implementation with AI agents shifted the bottleneck from writing code to reviewing it, increasing review time and lowering engineer happiness. They concluded that impl…
The convergence of Anthropic's Model Context Protocol (MCP) and Microsoft's Language Server Protocol (LSP) is enabling secure, context-aware AI agents that can navigate codebases with precision, while Rust is emerging as…
On 26 August 2025, attackers published eight malicious versions of Nx, a build tool with millions of weekly downloads, to npm, which were live for five hours and twenty minutes. The malware exploited AI coding assistants…
A structured deliberation among four AI models concluded that AI-native development tools are collapsing the cost of building software toward zero, making execution no longer the primary bottleneck for indie hackers. The…
Yorishiro, a new macOS terminal that gives AI agents a visual presence and real-time environmental control, has been released. The tool, which launches Claude Code or Codex inside its interface, features a VRM character …
TypeScript engineers often misuse abstract classes and interfaces due to a superficial understanding of their differences. Interfaces define pure structural contracts with zero runtime overhead, while abstract classes co…
A security researcher warns users to stop using OpenCode, the most popular open-source AI coding agent with 161k GitHub stars, citing severe security flaws and poor design. The tool, described as fundamentally a web-stac…
AWS now provides a managed MCP path that can connect AI coding agents to AWS documentation, APIs, and existing IAM credentials, with the enforcement point remaining AWS IAM, not the model. A developer walks through a rea…
Domain-specific languages (DSLs) and abstractions enable reliable use of large language models (LLMs) by providing clear boundaries that guide code generation, according to a 14 July 2026 article by Martin Fowler. The ar…
Claire explains that a harness is code written around an AI agent to make it more effective at a specific job, and she walks through the custom Claude Agent SDK harness she built to automate Sentry bug triage at ChatPRD.…