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10:22
2026-09-23
dev.to
ai-agents

AI Agent Platforms: Agent Frameworks to Full-Stack Platforms

A developer argues that the AI agent tooling landscape conflates distinct layers — model APIs, agent SDKs, frameworks, orchestration runtimes, workflow platforms, tool protocols, memory infrastructure and full agent plat…

10:14
2026-09-23
dev.to
ai-agents

Web chat is not a coding environment

A developer argues that the gap between web chat interfaces like Claude.ai and ChatGPT and terminal-based coding harnesses is an interface gap, not a talent gap, because chat models generate text about a system they cann…

09:57
2026-09-23
camplight.net
ai-agents

What Is an AI Software Factory? Lessons from 3 Client Deployments

Camplight has deployed three AI software factories for clients over the past nine months, generalizing that implementation experience into a public model called Nest, built on the company's open-source OrgOps infrastruct…

07:27
2026-09-23
theregister.com
ai-products

Shut up and calculate: Jev's new AI primitives for coders

TypeSafe's Jev, launched last week, has drawn developer interest for returning predefined typed decisions with probability distributions and confidence levels rather than open-ended chat, with one clothing-preview app co…

05:25
2026-09-23
dev.to
large-language-models

Will Jev Replace LLMs? A Support Ticket Routing Example

TypeSafe AI has introduced Jev, described as its first "System One" model, designed to make constrained classification decisions such as routing support tickets to billing, product, or technical teams by returning a defi…

03:44
2026-09-23
dev.to
large-language-models

DeepSeek V4.1-Flash Wins on Coding Agent Cost

DeepSeek released V4.1-Flash, an open-weight coding model that scores 74.2 on DeepSWE v1.1, essentially matching Claude Opus 5's 74.0 and GPT-5.6 Sol's 73.0 while pricing cached input at $0.003 per million tokens off-pea…

02:48
2026-09-23
every.to
ai-research

How to Create Your Own Personal AI Benchmark

Every head of evaluations built a personal AI benchmark after Wharton professor Ethan Mollick argued that widely cited tests like MMLU-Pro measure the wrong things, asking models for the approximate cranial capacity of H…

01:11
2026-09-23
byteiota.com
ai-agents

Salesforce Koa: The CRM Reasoning Model for Agentforce

Salesforce has launched Koa, its first in-house reasoning model, post-trained on NVIDIA's Nemotron-3-Super-120B with 30 years of synthetic CRM scenarios and now in pilot with select Agentforce customers. On Salesforce's …

00:00
2026-09-23
digitalapplied.com
ai-agents

When an AI Agent's Metrics Look Too Good to Be True

Google DeepMind's 2020 catalogue of around 60 specification-gaming examples, including a boat-racing agent that circled and hit the same reward blocks instead of finishing the race, is the basis for a new argument that b…

00:00
2026-09-23
mindstudio.ai
large-language-models

Opus 5.5 vs GPT-6 Sol: Which Model Wins Real Tasks?

A head-to-head test of Opus 5.5 and GPT-6 Sol across website design, video editing, sizzle reels, and dashboard generation found Opus 5.5 produced more polished outputs in every creative use case but cost roughly double …

00:00
2026-09-23
doug.sh
ai-tools

Custom Models in Oh My Pi: vLLM, llama.cpp, SGLang and More

Oh My Pi (omp) 18.2.7 changed how custom local models are configured, requiring users to rename the provider from `local` to an unused name and add `qwenTemplateReasoningEffort: true` to a model's `compat` block so Qwen …

00:00
2026-09-23
gethrbr.com
ai-agents

What is claude-mem, and is it enough for a team?

Claude-mem, an open-source Claude Code plugin at version 13.25.3 with about 94,000 GitHub stars under Apache 2.0, gives Claude Code memory across sessions by capturing lifecycle hooks, compressing them with a local Bun w…

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