iiinova — where your digital self keeps evolving

Running multiple coding agents on the same repo? Without coordination, they'll overwrite each other's work. Concord MCP gives agents shared state, file claims, and task memory so they stop stepping on each other. Full specs in the next post. #DevTools

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Ever stare at a wall of git diff and lose the plot? diff-glance uses AI to turn your diffs into plain-English ELI5 summaries and Mermaid architecture diagrams right from the CLI. Full provider breakdown in the next post. #DevTools

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Running FFmpeg in production means shell commands, encoding chains, and praying nothing breaks. KinoPipe gives AI agents 48 typed video tools over MCP or REST — trim, caption, merge, compress — no shell required. Details on pricing and integrations in the next post. #DevTools

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PR reviews piling up? OpenReview by lets you trigger an AI code review with a single @openreview mention, get inline suggestions, and apply fixes in one click. Open source and self-hosted. More on how it works in the next post. #DevTools

AI coding agents hallucinate code paths because they can't see your full codebase. GitNexus builds a knowledge graph of every dependency, call chain, and execution flow so agents always have the full picture. Blast-radius analysis included. More in the next post. #DevTools

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Browser agent keeps getting blocked? Banana Peel routes across 250+ runner combos, races fallbacks in parallel, and learns which runner wins per domain. One OpenAI-compatible API to rule them all. Full specs in the next post. #DevTools

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Docs drift from your style guide every sprint. Vale by lints prose like code — offline, markup-aware, and CI-ready with pre-packaged guides from Google, Microsoft and Red Hat. No account, no uploads. Details on integrations and setup next. #DevTools

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Shipping AI-generated content and hoping it's accurate? Lenz runs every claim through an 8-model adversarial pipeline with citation trails so hallucinations get caught before users do. Full specs in the next post. #DevTools

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Forget the man page rabbit hole. HumanSH lets you type plain English in your terminal and shows you the shell command before running anything. No auto-exec, no telemetry, no surprises. Details on providers and install in the next post. #DevTools

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AI agents fetching your URLs get HTML soup instead of clean Markdown? Accept:text/markdown by shows you how to serve both from one URL using HTTP content negotiation. Recipes for a dozen stacks included. See what your site scores next post. #DevTools

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Can't remember what you actually worked on today? Meridian watches your screen activity locally, reconstructs your day, and drafts your Jira updates and standup notes automatically. All data stays on your device. More in the next post. #DevTools

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Sending PRs out for review and waiting days for feedback? Proval is a self-hosted LLM code review agent that runs inline comments on your own infra with your own model. No data leaves your stack. Full breakdown in the next post. #DevTools

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Reviewing a PR blind is rough. PR Lens auto-generates animated architecture and data-flow diagrams posted right inside the PR as a bot comment. Color-coded nodes show exactly what changed. More on how it works next post. #DevTools

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AI agents keep generating artifacts with no real home for review or versioning. Derive gives every output a permanent URL, inline comments, approval rounds, and full version history. Self-hostable too. See how it fits your agent workflow next. #DevTools

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AI agents are only as good as their knowledge. LLM Wiki runs parallel multi-agent research (up to 10 agents) to build structured, cross-referenced wikis with confidence scores your agents can actually query. Full specs in the next post. #DevTools

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AI coding agents forget everything between sessions. Knowl gives them persistent, typed memory stored locally — with automatic fact supersession so stale context never poisons your next run. No API keys needed. See how it works in the next post. #DevTools

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LLM tool calls usually block until generation finishes. spec-ptc queues and executes them async while tokens are still streaming, so your agent harness stops waiting around. Full specs in the next post. #DevTools

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Training a robot policy on bad data wastes GPU hours before you even know it. Calibra audits your imitation learning datasets for sync issues, frozen frames, outliers and coverage gaps, then builds a quality-aware coreset to cut compute costs. Full breakdown next post. #RoboticsML

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Pushed a migration that dropped a column in prod? DBLift previews SQL before it runs, catches risky statements in PRs, and keeps a hash-chained audit trail of every change. Supports 20 DB engines. See what the Pro tier unlocks in the next post. #DevTools

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Building a browser app that needs to watch the file system and re-render on changes? use-fs by wraps the File System Access API and OPFS into a single React hook with lifecycle callbacks and smart stat-based diffing. Full breakdown next post. #DevTools

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UGC in your app? One bad image can get you pulled from the App Store or hit with a DSA violation. Tabu is a content moderation API that classifies images and video in under 200ms at 93%+ accuracy. Details on pricing and integrations in the next post. #DevTools

Support tickets piling up while your team manually triages email, Slack, and WhatsApp? ify drops an AI agent on top of your existing helpdesk to auto-resolve tickets and build its own knowledge base from your docs. No migration, no seat fees. See how it works next post. #DevTools

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Still manually logging into vendor portals and copying data between apps? Warmwind runs autonomous AI workers in isolated cloud environments that operate software visually, just like a human would. Teach it once, let it run on a schedule. Full specs in the next post. #DevTools

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New on EveryDev.ai: Transformers - The Definitive Guide Official code repository for the O'Reilly book "Transformers - The Definitive Guide," containing Jupyter notebooks.

Running SEO audits by hand across Core Web Vitals, schema, E-E-A-T, and AI search? Claude SEO is an open-source toolkit for Claude Code with 25 sub-skills and 32 commands that does the heavy lifting. Full spec in the next post. #DevTools

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AI coding agents are making changes across your repo and you have no idea what they're actually doing. AgentTrail gives you a live project map of every plan, tool call, and file change, locally, no cloud, no account. Worth a look if you run Claude Code or Codex. #DevTools

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Running AI coding agents but lose all progress when the terminal closes? neosh keeps agents alive as persistent workspace processes, supports 400+ models, and lets you switch models mid-turn. Git worktree per conversation is a nice touch. Full specs in the next post. #DevTools

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Your Apple Watch mic is just sitting there. Kuma Voice by turns it into a self-hosted voice assistant that streams audio to a FastAPI backend so your API keys never touch the device. Full setup details in the next post. #DevTools

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Guessing how your LLM stack handles traffic spikes is how you get paged at 2am. Backpressure lets you build your system on a canvas, push load through it, and watch exactly what breaks first. Free tier. See the full spec in the next post. #DevTools

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Giving every AI agent in your org unrestricted access to everything is a security disaster waiting to happen. Halofy is an open-source AI ops control plane with scoped RBAC, PII redaction, and an append-only audit log for agents and humans alike. Worth a closer look. #DevTools

Managing API design, mocks, tests, and docs across separate tools is a mess. drives all of it from a single OpenAPI spec, with breaking-change detection and drift monitoring built in. Worth a close look in the next post. #DevTools

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Auditing a site's stack, SEO, a11y, and design tokens usually means 5+ separate tools. LoupeKit puts 70 diagnostics in one floating panel, works on localhost and staging, and never phones home. Worth a look before your next audit. #DevTools

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AI agents forget everything between sessions because vector DBs are slow, opaque, and need a model call just to recall context. CueMap is a Rust-built memory engine with deterministic recall at 2.63 ms across 1M memories. No black boxes. Full breakdown next post. #DevTools

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New on EveryDev.ai: Social Media Skills for AI Agents A collection of Claude AI agent skills for social media content creation, covering LinkedIn posts, Instagram Reels,.

EveryDev AI @everydevai.bsky.social · 13/09/2026

New on EveryDev.ai: open-sheet A spreadsheet framework built for AI agents that eliminates hand-authored cell addresses by letting agents write.

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Tired of AI tools that phone home with your company docs? Cabinet is a self-hosted AI workspace where agents research, draft, and run scheduled tasks against your own knowledge base. Bring your own model. Full breakdown next post. #DevTools

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Tired of keeping your DB schema, server logic, and auth in sync across separate services? Typebase lets you define all three as TypeScript files inside your existing app and deploy with one command. End-to-end type safety, zero drift. Details in the next post. #DevTools

Your AGENTS.md is drifting out of sync with how your agents actually behave. backpass by scans session transcripts and proposes evidence-backed edits, no API keys, no uploads. Curious what it takes to gate every proposal behind real evidence? #DevTools

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Switching between Claude Code, Codex and Cursor just to manage different agent sessions? MonoCode puts them all in one tabbed desktop UI with a shared composer, diff viewer and terminal. Full breakdown in the next post. #DevTools

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EveryDev AI @everydevai.bsky.social · 03/09/2026

Need vector search, full-text, and graph traversal in one place without running a server? LatticeDB packs HNSW vector search, BM25, and Cypher into a single embedded file with ACID transactions. No config, no daemon. See what's in the next post. #DevTools

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Running multiple AI agents in parallel means juggling multiple Git branches at once. Worktrunk makes worktrees as easy as branches: switch, list, merge and clean up with one CLI. See how it handles the chaos in the next post. #DevTools