Manifest Weekly #05
Manifest now works with any AI agent, routing by task type, two new subscription providers, and Docker-only self-hosting.
manifest.build Blog2 min read
AI agents
5,369 stories
AI for Incident Management: Beginner’s Guide
Learn AI for incident management step by step: data prep, workflow design, human oversight, and KPIs like MTTR, MTTA, and alert reduction.
Magai Blog12 min readMirrorCode: Evidence that AI can already do some weeks-long coding tasks
Early results from MirrorCode benchmark with METR: AI agents can complete weeks-long coding tasks, including reimplementing a 16,000-line codebase.
METR1 min readAI Benchmarks Explained: GPQA, SWE-bench, Chatbot Arena and What They Actually Measure
Learn what MMLU, GPQA Diamond, SWE-bench, HealthBench, and Chatbot Arena actually measure, and how labs game benchmark scores.
Nanonets Blog12 min readFast & Accurate Prompt Injection Detection API
How we built a two-stage prompt injection classifier that achieves 0.99 F1 with sub-10ms latency.
ZooData Blog9 min readBuild AI Agents That Take Action Using MCP: 5 Practical Business Use Cases
L'articolo Build AI Agents That Take Action Using MCP: 5 Practical Business Use Cases proviene da Tiledesk.
Tiledesk Blog8 min readRemote Browsers for Agents: Browser Use Free Tier
How to give AI agents access to fast, state-of-the-art remote browsers.
Browser Use Blog3 min readHow to Start Using AI Agents Without Overcomplicating It
Getting started with AI agents doesn’t have to be complex. Start with simple workflows like inbox summaries and follow-ups, and build from there.
Clawdi Blog3 min readHow Developer Marketing Teams Create Original Content With AI
Developer audiences hate generic AI content. Here's a content workflow that turns community mentions and a social listening API into original technical content at scale.
Octolens Blog19 min readIntroducing Zed's Agent Metrics
A public, weekly view of AI agent adoption and turn times inside Zed, plus a few patterns worth watching.
Zed4 min readHow to Build a Cost-Efficient AI Agent with Tiered Model Routing
Most AI agent tutorials make the same mistake: they route every task to the most expensive model available. A character count doesn't need GPT-4. A presence check doesn't need Sonnet. A regex doesn't
freeCodeCamp — Claude Code16 min readHow to Break Up with Your Agent
ACP lets you keep your favorite editor but swap the AI agent, or keep your agent but use it from any editor. Here's what actually works today in Goose.
goose Blog4 min readAI in DevOps: Replace Manual Server Management in 2026
How AI in DevOps replaces manual server work with AI terminals, approval-based commands, and real-time monitoring. Save 80% time.
CtrlOps Blog31 min readWhy You Hit Claude Limits So Fast: AI Token Limits Explained
Learn what AI tokens are, why Claude hits limits fast, and how to cut waste from context windows, history, files, tools, and reasoning.
Nanonets Blog12 min readThe Quality Wall of AI Adoption
From fabricated case law to billion-dollar reversals, a three-year history of AI adoption and why the tools that worked kept a professional in the loop.
Jitera Blog25 min readDon’t Build One Mega AI Agent. Build a Small Team of Specialists.
The “one god‑agent that does everything” sounds cool but fails in production. A small team of focused assistants—powered by Clawdi—works much better.
Clawdi Blog5 min readExpanding the MCP Maintainer Team
Updates to the Model Context Protocol (MCP) governance team: a new Lead Maintainer and an addition to the Core Maintainer group as the open-source project continues to grow.
Model Context Protocol (MCP) Blog3 min readAI for Cross-Department Communication: Ultimate Guide
AI for cross-department communication made simple. Centralize knowledge, automate handoffs, and measure ROI with a step-by-step rollout plan.
Magai Blog14 min read
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