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18:21
2026-08-20
dev.to
ai-tools

Backtest SPX dealer-gamma rules from your AI assistant

Gex.live has launched an MCP server that lets AI assistants like Claude, Cursor, and ChatGPT access its dealer-positioning archive and drive its backtesting Lab. The server provides free tools for rea…

18:18
2026-08-20
dev.to
developer-tools

AI Killed Git Commits: So I Stopped Publishing Them

Developer Konstantin Schubert shipped contenox 1.0.0 as a single commit into an empty repository, abandoning the traditional commit history in favor of release-based publication. The move responds to …

18:00
2026-08-20
dev.to
large-language-models

Self-Hosting Kimi K3: Hardware, Cost and Sovereignty

Moonshot AI released the weights for its 2.8-trillion-parameter Kimi K3 model on 27 July 2026, enabling self-hosting but requiring at least 1.7 TB of VRAM, which rules out standard eight-way H100 node…

16:32
2026-08-20
dev.to
developer-tools

Manage State like a Pro: Frontend Edition

A developer argues that the primary value of frontend engineers has shifted from writing code to evaluating trade-offs, and that state management should be treated as a distribution problem across thr…

16:21
2026-08-20
dev.to
artificial-intelligence

Introducing Concilium: A Multi-Model Method for Hard Problems

A developer has introduced Concilium, a multi-model method that assigns different roles to AI models such as Claude, Codex, Kimi, and Grok to collaboratively tackle complex problems. The method is des…

15:30
2026-08-20
dev.to
developer-tools

How to Create Your Own Claude Code Skill With SKILL.md

Henry, a developer, created a reusable Claude Code Skill using a SKILL.md file to help Claude generate frontend UI that avoids generic AI design patterns. The skill provides rules for typography, colo…

15:23
2026-08-20
dev.to
artificial-intelligence

AI Reviewing AI Is Not Review

A developer argues that AI-powered code review agents are counterproductive, citing a 2026 study where 60.2% of agent-reviewed pull requests had low signal ratios and 12 of 13 review agents averaged b…

15:20
2026-08-20
dev.to
large-language-models

acc vs acc_norm: Why Length Bias Skews LLM Eval Scores

A developer explains how the choice between `acc` and `acc_norm` in lm-eval-harness can skew LLM evaluation results due to length bias. The raw `acc` metric favors shorter answers because it sums toke…

15:00
2026-08-20
dev.to
developer-tools

API 429 Errors: Rate Limits, Retry-After, and Safe Retries

A developer explains how to handle API 429 rate-limit errors, emphasizing the need to read response headers and bodies, identify the specific limit, and implement bounded retries with jitter. The post…

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