The daglo blog.
Product news, how-tos, and stories from teams that turned talk into work.
What Is Compaction? Why Long AI Chats Forget Earlier Details
What compaction means in AI, why long chats lose earlier details, automatic vs. manual compaction, three habits for long chats, and why you should keep the original alongside any summary.
2026-11-04AI Security Reviews: From Vulnerability Candidate to Patch
When AI scans code for vulnerabilities, its findings are only candidates. See the five steps from finding to verified patch, what Daybreak and Codex Security do, and how to share your security rules.
2026-11-04Cut AI Costs: Measure Cost per Successful Task, Not Tokens
Measure AI cost per successful task, not per token. Set a quality bar first, start with a strong model and scale down, lock the output format, split latency into parts, and batch work that can wait.
2026-11-04Speech Recognition Accuracy: Live vs. Batch Transcription
How to improve speech recognition accuracy: compare batch, live, and translation setups, see a 4.8s vs. 32s airport test, and use keywords, context, and glossaries to get names and numbers right.
2026-11-046 AI Agent Design Patterns and Why You Should Design Evals First
Six AI agent patterns explained as everyday team workflows, plus why to design evals before you build: datasets, graders (rules, models, people), checking intermediate steps, and rubrics.
2026-11-04How to Delegate to Codex: 5 Habits for Working With an AI Coworker
Five habits for delegating to Codex: clear goals, context and done criteria, reviewable tasks, planning, tests and review, and reusable skills.
2026-11-04Which Task to Hand AI First? Pick by Impact and Complexity
Choose your first AI project by impact and complexity. How to check process, technical, and team readiness, what to ask in interviews, a support example, and why success means finished work.
2026-11-04AI at Work: 3 Stages From Individual to Team to Company
How do you grow AI from personal use into team and company workflows? Three stages, the handoffs each one adds, the build-ship-improve loop, and why shared meeting notes are the easiest first step.
2026-11-047 Lessons Before You Build an AI Agent: Planning to Security
Seven lessons to know before you build an AI agent: define success as finished work, design evaluation first, optimize cost later, and keep humans in charge. Includes links to each session recap.
2026-11-04Claude Code vs Codex: Setup, Limits, and Using Both
Compare Claude Code and Codex on setup, instruction files (CLAUDE.md and AGENTS.md), skills, plugins, MCP, and usage limits, then test both on one task and run them together.
2026-11-04How to Make Short-Form Review Videos: Hooks and Captions
Short-form review videos live or die on a three-second hook and one selling point per caption. Here's a five-step structure and how to split roles between blogs and video.
2026-11-03How to Write a Blog Review Campaign Brief: 4 Real Examples
If your blog reviews all sound alike, split the brief by angle. Four real campaigns show how, plus a checklist to use before you send your next brief.
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