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17:28
2026-10-20
shattered.io
developer-tools

Next.js 16.4 Cuts Build Cache 39%, Resets Default [2026]

Vercel released Next.js 16.4 on October 6, 2026, making Cache Components the recommended caching setup for every Next.js application and enabling Cache Components and Partial Prefetching by default in new projects create…

14:49
2026-10-20
shattered.io
large-language-models

MiniMax M3.1 Flash Hits 93% Hallucination Rate [2026]

MiniMax released M3.1 Flash on October 19, 2026, and independent benchmarking by Artificial Analysis reported by VentureBeat found the model's Intelligence Index score rose to 42 from 29 for its predecessor while average…

00:00
2026-10-12
mindstudio.ai
ai-tools

Claude Token-Saving Plugins Tested: Do Caveman and Ponytail Work?

JetBrains' independent testing of three Claude Code token-saving plugins found Caveman delivered about 8.5% output token savings against its advertised roughly 65%, RTK produced no meaningful savings and raised costs at …

15:32
2026-10-08
georgianailab.substack.com
ai-agents

Your Skills Need An Evaluation Mechanism

The Georgian AI Lab partnered with Expo to build an evaluation harness that measures whether coding agents can discover and load Expo's agent skills during realistic app-development tasks, rather than only testing skills…

07:42
2026-10-07
dev.to
large-language-models

What Independent Benchmarks Say About Opus 5.5

Two independent evaluations of Anthropic's Opus 5.5 disagree on its standing: Artificial Analysis's Intelligence Index places it first at 58 points, ahead of OpenAI's GPT-6 Astra and Anthropic's Fable 5.1 at 53 each, whi…

19:24
2026-10-01
earendil.com
ai-agents

Pi Durable

Earendil and the Pi community shipped Pi 1.0 alongside Pi Durable, an experimental package for building long-running, durable agents that run anywhere a JavaScript runtime exists. Pi Durable ships memory, SQLite, and JSO…

16:11
2026-09-29
simm.is
developer-tools

Superficie: Clojure you can read without learning Lisp

Replikativ released Superficie, a bidirectional renderer that prints Clojure forms as Python-like text with infix arithmetic and blocks and reads that text back into the identical forms, enforcing exact roundtripping by …

07:06
2026-09-28
felixrieseberg.com
ai-agents

Made by Mechanical Means

Felix Rieseberg redesigned his personal homepage using roughly 60 parallel Claude threads running entirely in the cloud on Opus 5.5, without writing or running any code locally, opening GitHub, or making a pull request. …

08:54
2026-09-26
mer.vin
ai-agents

Why UpdatedInput in a PreToolUse Hook Doesn't Rewrite the Command

A PreToolUse hook in Claude Code silently discards the updatedInput command rewrite when the field is placed at the top level as shown in Anthropic's public hooks documentation, according to a test of 20 billed claude-so…

06:20
2026-09-14
softwareguru.substack.com
artificial-intelligence

Build to Delete: When a model release makes your work redundant

A developer describes a "Build to Delete" pattern in which frontier model releases repeatedly render internal software development lifecycle tools obsolete, citing the retirement of multiple code review agents after a si…

00:00
2026-09-07
okaneland.com
ai-tools

Hooks, skills, subagents, plugins, CLAUDE.md: what each is for

Anthropic's Claude Code 2.1.204 introduces a taxonomy for its five extension mechanisms—hooks, skills, subagents, plugins, and CLAUDE.md—differentiated by when each enters the context window. Measurements show CLAUDE.md …

07:27
2026-09-03
zvec.org
ai-tools

From Rg to Zg: Local Search Beyond Keywords

Zvec AI has open-sourced zg (zvec-grep), a local-first search infrastructure that combines vector search with BM25 and ripgrep to enable semantic discovery and relevance ranking for local code and documentation. The tool…

22:14
2026-08-22
primeintellect.ai
artificial-intelligence

NanoGPT Speedrun Frontier

A benchmark of 153 autonomous runs across 18 frontier models on the nanoGPT optimizer speedrun shows Fable 5, run via claude-code at high effort, achieved the best validated result of 2,726 tokens with an 81.7% improveme…

18:35
2026-08-18
liquid.ai
artificial-intelligence

Designing Loops for Production-Grade Work

Liquid AI, an AI company, released an open-source byte-pair encoding (BPE) tokenizer trainer called toktoktok on GitHub, built autonomously by two coding agents using Claude Opus 4.5 and Codex with GPT-5.2 in an experime…

19:00
2026-08-16
lesswrong.com
artificial-intelligence

Q2.5 2026 Timelines Update: Uplift and Revenue

AI Futures, the research group behind the AI Futures Model, updated its AI timelines forecasts, slightly shortening them and expressing increased confidence due to improved modeling and evidence. The group now incorporat…

05:38
2026-08-14
runtimewire.com
artificial-intelligence

Z.ai publishes GLM-5.3 research without a documented access path

Z.ai, the Beijing artificial-intelligence developer co-founded by Zhang Peng, Tang Jie and Liu Debing, published an August 14 research post presenting GLM-5.3 as a post-training update for coding agents and vulnerability…

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