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21:08
2026-08-19
sourcefeed.dev
artificial-intelligence

RAG Is Becoming the Last Resort, Not the Default

Production teams are demoting retrieval-augmented generation (RAG) from a default architecture to a last-resort component, favoring deterministic lookups and agentic search, according to a postmortem from Inspecly, an au…

20:34
2026-08-19
dev.to
developer-tools

How I built a DSL for infrastructure in 10 days with AI

A developer built Infra Lang, an infrastructure-as-code DSL that compiles a single service definition into Kubernetes manifests, Docker Compose, Helm charts, Terraform HCL, and GitHub Actions workflows, with an LSP and l…

20:33
2026-08-19
dev.to
ai-agents

Forking Macro: A Technical Walkthrough of Agent Collaboration

Macro, an open-source workspace for agent collaboration, has released a technical walkthrough of its architecture, which manages context, permissions, handoffs, concurrent state, and verification across humans and agents…

19:32
2026-08-19
dev.to
artificial-intelligence

AI Gets More Useful When You Build the Workflow Around It

A developer has been building a suite of open-source AI tools, including SWE Forge, SelfContext, and custom agent skills, and found that the real productivity gains come from the compounding workflow they create. The dev…

18:01
2026-08-19
a16z.news
artificial-intelligence

Meet the a16z Talent Engineer Fellows

Andreessen Horowitz (a16z) announced the 50 fellows selected for its inaugural 8-week Talent Engineer Fellowship, an AI-focused program for talent leaders building AI-native recruiting systems. The cohort includes talent…

17:01
2026-08-19
devblogs.microsoft.com
developer-tools

Data tools for developers and AI agents

Anthropic's 2026 Agentic Coding Trends Report reveals that engineers use AI in roughly 60% of their work but can fully delegate only 0–20% of tasks, highlighting the need for AI agents to integrate with developer workflo…

16:08
2026-08-19
sourcefeed.dev
ai-infrastructure

MCP Goes Stateless, and That's the Point

The Model Context Protocol (MCP) shipped its largest revision since launch on 2026-07-28, deleting protocol-level sessions, the Mcp-Session-Id header, the initialize handshake, SSE resumability, and the standalone GET st…

15:58
2026-08-19
runtimewire.com
artificial-intelligence

xAI puts Grok 4.6 on Amazon Bedrock one week after launch

XAI made Grok 4.6 generally available on Amazon Bedrock on Wednesday, one week after its launch, giving AWS developers access to the model with a 500,000-token context window at $2 per million input tokens and $6 per mil…

14:00
2026-08-19
kdnuggets.com
artificial-intelligence

How to Answer AI System Design Interview Questions

AI Engineer was ranked the #1 fastest-growing job in the US for the second year running, with postings up 143% year over year in 2025, and LinkedIn data shows the role added 75,000 US postings between 2023 and 2025, with…

12:12
2026-08-19
byteiota.com
artificial-intelligence

Tech Layoffs 2026 Hit 205K: What the SWE Data Says

Tech layoffs in 2026 have surpassed 205,832, exceeding the 2025 total of 122,606 with four months remaining, according to Layoffs.fyi. By spring 2026, 40% of layoff announcements cited AI automation as the reason, with O…

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