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22:19
2026-08-22
dev.to
developer-tools

Real Token Cost of MCP: 91K Tokens of JSON

A developer found that connecting Claude Code to five MCP servers consumed 91,000 tokens of JSON schemas before any question was asked, with a single conversation totaling around 120,000 tokens. To address this, they bui…

20:45
2026-08-22
promptcube3.com
ai-agents

Our badge issuance system was technically perfect

A technical enablement lead at Instruqt resolved a 'missing badge' support issue without changing code, instead adding an instructional slide that told learners to expect a Credly email, which cut support complaints and …

17:30
2026-08-22
dev.to
large-language-models

When a pipeline beats an agent: three shapes that don't need a loop

A developer's field notes argue that many LLM tasks are over-engineered as agents, and instead propose three fixed pipeline shapes—sequential steps, single classification, and parallel fan-out—that avoid the quadratic to…

07:00
2026-08-22
dotnetperls.com
large-language-models

Small Language Models (350M Parameters)

LiquidAI's 350M-parameter small language model required extensive code rewrites but achieved 500 tokens per second, compared to 300 tokens per second for the 1.2B model, according to a developer's tests with MCP servers.…

00:00
2026-08-22
runagentrun.co.uk
artificial-intelligence

The two-month Qwen pattern is back

A user on r/LocalLLaMA predicts that Alibaba's Qwen family will release a leaner, more usable sibling model within roughly two months, following a pattern observed in 2025 where heavy reasoning models like QwQ were follo…

00:00
2026-08-22
belderbos.dev
developer-tools

Unsubscribe links without a login: Django signing

Django's built-in signing module enables secure, login-free unsubscribe links by embedding a tamper-evident token in the URL, eliminating the need for database-stored tokens. The token, created with signing.dumps(recipie…

19:13
2026-08-21
blog.codeyam.com
ai-tools

Rebuilding a Personal Website with AI

CodeYam CEO and cofounder Nadia Eldeib used CodeYam and Claude Code to refresh her personal website, demonstrating a static site rebuild that moves from an initial build toward a design direction the team plans to keep d…

18:58
2026-08-21
runtimewire.com
ai-agents

Grok Bot opens to $60 Cursor Pro+ and a limited free trial

SpaceXAI widened access to Grok Bot on August 21st, bringing its cloud-computer agent to SuperGrok Plus, Cursor Pro+, and all Cursor Teams subscribers, while every other user gets a limited-usage free trial. The expansio…

14:30
2026-08-21
searchenginejournal.com
generative-ai

The House Doesn’t Publish Its Tells

AI companies are buying pallets of old printed books to avoid training on AI-generated 'slop,' according to ISBNdb, a broker sourcing bulk print acquisitions for AI labs. Meanwhile, Google announced on May 19 at I/O 2026…

14:26
2026-08-21
dev.to
artificial-intelligence

Benchmarks Don't Build Great Products. Engineers Do.

Backboard, an AI startup, emphasizes that benchmarks should serve as tools for improving products rather than trophies for marketing. The company published an R-CLI result of 84.3% on Terminal Bench 2.1, surpassing Codex…

13:04
2026-08-21
machinebrief.com
artificial-intelligence

AI Now Writes Half of All Linear Issues - and Teams Still Ship

Linear's aggregated data across all paid workspaces shows AI now authors just under half of all issues created on the platform, up from fewer than one in a thousand two years ago, yet total product development time incre…

13:00
2026-08-21
restofworld.org
artificial-intelligence

A dumpling shop becomes a poster child of AI adoption in China

A Beijing dumpling shop owner, 41-year-old Li Bo, built an AI skill for Jinguyuan that lets customers check menus, get recommendations, and join the queue via personal AI agents, making the shop a symbol of AI adoption i…

11:26
2026-08-21
news.ycombinator.com
developer-tools

Ask HN: Do teams really need to use GitHub?

A Hacker News user asks whether small software teams really need GitHub, citing alternatives like GitLab, Bitbucket, Forgejo, Gitea, and SourceHut, and questioning if switching costs, ecosystem, or developer familiarity …

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