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215 posts, 7 tools

Blog
Microsoft's Work IQ APIs Hit GA: What Agent Builders Actually Get on June 16

On June 16, 2026, Microsoft's Work IQ APIs reach general availability - a workplace intelligence layer that hands agents pre-assembled, permission-trimmed Microsoft 365 context instead of raw Graph calls. Here is what the four domains, three protocols, and consumption pricing mean for developers building enterprise agents.

Blog
Omnigent: Databricks' Meta-Harness for Orchestrating Claude Code, Codex, and Custom Agents

Databricks open-sourced Omnigent, a meta-harness that sits above individual agent CLIs so your sessions, policies, and skills are not locked inside any single tool. Here is what it does, how to install it, and where it fits if you already run Claude Code and Codex.

Blog
RFC 10008: The New HTTP QUERY Method Explained

The IETF published RFC 10008 defining a new HTTP QUERY method - GET with a request body. It is safe, idempotent, cacheable, and solves the longstanding problem of complex queries hitting URL length limits.

Blog
Cursor Automations Developer Guide: Always-On AI Coding Agents

Cursor Automations lets AI agents run in the background based on triggers, not prompts. Here is how to set them up, configure triggers, and integrate into your workflow.

Blog
OpenRouter Fusion Makes Model Panels Real. Use Them Like Escalation, Not Autopilot

OpenRouter Fusion turns multi-model panels into an API feature. The useful lesson is not to run every prompt through more models. It is to define when a task deserves an expensive second opinion.

Blog
Agent Workspaces Need Filesystem Contracts

GitHub's latest agent workspace trend points at a boring but important primitive: agents need explicit filesystem contracts before they get more tools.

Blog
AWS Kiro Developer Guide: The Spec-Driven IDE That Replaced Amazon Q

Kiro is AWS's new agentic IDE built on spec-driven development. Amazon Q Developer support ends April 2027. Here is what Kiro does differently and how to migrate.

Blog
Claude Agents vs Skills: Which One Do You Actually Need?

Claude agents vs skills, untangled: agents are workers with their own context window, skills are instructions loaded on demand. Here is the decision table.

Blog
Claude Code Auto Mode Explained: Permissions Without the Prompts

Auto mode replaces permission prompts with a background safety classifier - here is how the Shift+Tab cycle, hard_deny rules, and glob deny patterns actually fit together.

Blog
Claude Code Dynamic Workflows: The Complete Guide

Claude Code dynamic workflows turn orchestration into a JavaScript script that runs up to 1,000 agents per run - here is how scripts, schemas, budgets, and resume actually work.

Blog
The Claude Tokenizer Change: What ~30% More Tokens Means for Your Bill

Anthropic's docs say the tokenizer introduced with Opus 4.7 can use up to 35% more tokens for the same text. Here is what that does to per-request cost, max_tokens, and cross-model comparisons.

Blog
Handling Long-Running Fable 5 Requests: Timeouts, Streaming, and Background Patterns

Fable 5 long-running requests can run for many minutes per turn and hours per autonomous run. Here is how to configure client timeouts, streaming keepalive, batch polling, and background patterns so they actually finish.

Blog
Setting Up the Memory Tool with Fable 5: Persistent Agents That Learn

Anthropic says persistent file-based memory improved Fable 5 three times more than it improved Opus 4.8. Here is the full memory tool setup - handlers, security, and context editing included.

Blog
Fable 5 Task Budgets: Capping Agent Spend Before It Happens

Task budgets give Claude a token countdown for the whole agentic loop, so the model paces itself instead of discovering the limit when max_tokens truncates it. Here is how the beta works on Fable 5, what it does not enforce, and where it fits next to effort and the Usage API.

Blog
The Frontier Model Landscape, July 2026 Edition

A verified directory of the frontier AI models in July 2026 - Claude Fable 5, Opus 5, GPT-5.6 Sol/Terra/Luna, Sonnet 5, Gemini 3.1 Pro, Kimi K3, and DeepSeek V4 - with pricing checked against official docs.

Blog
How to Use Claude Fable 5: Every Access Path Explained

How to use Claude Fable 5 across every access path: claude.ai plans through June 22, the Claude API, Amazon Bedrock, Vertex AI, and Microsoft Foundry, with setup effort and first-prompt tips.

Blog
Managing a Fleet of Claude Agents: A Practical Guide

An ops guide to managing a fleet of Claude agents: spawning patterns, worktree isolation, build gates, orphaned-agent failure modes, and OpenTelemetry monitoring.

Blog
Migrating Off Retired GPT Models in 2026: A Working Checklist

Migrating off retired GPT models in 2026: the live retirement table, what maps to what, an eval-before-switch day plan, and when to jump providers.

Blog
Ultracode: Claude Code Multi-Agent Orchestration Mode Explained

Ultracode is a prompt keyword that runs one task as a dynamic workflow, and an /effort setting that pairs xhigh reasoning with automatic orchestration.

Blog
12 Ways Developers Are Actually Leveraging Claude Fable 5

Twelve documented Claude Fable 5 use patterns - agent orchestration, overnight runs, 1M-context refactors, effort tuning - each with a how-to seed and doc link.

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